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+# trade_lbm_v1 — Architecture Document
+
+**Status:** DRAFT v3, pre-implementation. Architectural questions resolved per Claude Desktop review 2026-06-08; reset-equilibrium probe findings folded in same day.
+**Purpose:** Define the architecture of a trade-native Lattice-Boltzmann simulator before any kernel code is written.
+**Author of design intent:** Claude Desktop (relayed via user 2026-06-08).
+**Drafted by:** Claude-on-Beast.
+**Decision gate:** The wave-amplitude probe and the subsequent reset-equilibrium probe have completed. Both inform but do not gate this design.
+**v2 → v3 changes:** §3.5 notes asym×coh = single conserved degree of freedom per attractor basin (regime classifier, not two independent observables); §5 telemetry adds the product as primary regime observable; §7 SYSTEM-prompt baselines flagged for recalibration; §11 adds reset-equilibrium probe findings (metastability confirmed, slow-relaxation rejected) and the explicit "depth-weighted equilibrium solves this by construction" connection that the physics lattice cannot.
+
+---
+
+## 1. Premise
+
+The existing lattice (`khra_gixx_1024_v5`) is a fluid dynamics simulator that happens to find patterns when fed market data. Its grid axes are dimensionless spatial coordinates; market values are injected at arbitrary `(x, y)` positions and the physics is hoped to surface useful structure.
+
+A trade-native lattice inverts this. The geometry *itself* carries market meaning. The fluid dynamics is then operating on a substrate where every cell already corresponds to a real market quantity, so any emergent pattern is interpretable in market terms by construction.
+
+This is not a rebrand. The forcing terms, observables, and command interface must all change.
+
+---
+
+## 2. Grid semantics
+
+| Axis | Meaning | Units | Size (v1) |
+|------|---------|-------|-----------|
+| X | Price level (tick band) | ticks relative to mid | 512 columns |
+| Y | Time | LBM timesteps; one row = one ingested trade-window snapshot | 512 rows |
+| Q | D2Q9 discrete velocities | unchanged | 9 |
+
+### Price axis (X)
+- Centred on rolling mid: `column = round((price - mid) / tick_size) + NX/2`
+- Trades outside the visible band are clamped to the edge columns (edge mass = unresolved off-grid flow; logged separately for diagnostics).
+- The mid is recentred periodically (every N trades or every M wallclock seconds). Recentring shifts the entire density field by the integer column delta. Sub-tick drift is folded into the recentring residual.
+
+### Time axis (Y)
+- New trade frames arrive at the bottom row (`y = 0`).
+- The lattice's natural streaming step shifts mass upward through Y, producing a literal "time-history" stripe.
+- The top row (`y = NY-1`) is an absorbing boundary — history old enough to fall off the grid is discarded.
+- This means the Y axis is *not* a free spatial dimension. The streaming kernel is constrained: the e_y component represents the passage of simulation time, not arbitrary advection.
+- **Time advancement model (decided):** fixed-rate. One snapshot interval = one Y-row regardless of underlying activity. A quiet 3am minute and an active crash minute both occupy one row. This makes vorticity and divergence well-defined and keeps the streaming step physically simple. The distortion — that row density is *not* proportional to wall-clock time during activity bursts — is acknowledged and surfaced to the Fractonaut prompt (see §7). For v1 the snapshot interval is the same 10-cycle cadence as the physics lattice (≈1s of wallclock per row).
+
+### Recentring (decided)
+- Trigger: whenever rolling mid drifts more than `RECENTRE_THRESHOLD = NX / 16 = 32 columns` from grid centre. Each trigger fires *at most* once per snapshot interval.
+- Mechanism: integer-column shift of the entire `(ρ, u, f_i)` field. Sub-tick residual is folded into the next mid update.
+- **Telemetry exposure (critical):** every snapshot carries `recenter_cumulative_drift` (integer ticks, signed) and `recenter_count_since_start`. A `recenter_event` flag fires for one snapshot whenever a shift occurred, with the magnitude.
+- **Fractonaut implication:** support/resistance levels are reported in **absolute price**, not column index. The kernel translates column → price using `mid_at_emit - (col - NX/2) * tick_size`. The LLM never sees raw column numbers for structural reports. Recentring is therefore invisible to the structural interpretation but visible to the diagnostic interpretation.
+- This resolves the "support at column 195 yesterday was column 200 today" problem by hiding the column representation from the structural layer entirely.
+
+### Why this works
+A trader looking at the field sees a price-vs-time chart where each cell's value is the local order-flow density. Standard physics observables (vorticity, divergence, pressure) then translate directly into market-structural concepts (consolidation, breakout, support/resistance) without any post-hoc mapping.
+
+---
+
+## 3. Distribution function, macroscopic fields, and equilibrium
+
+Same D2Q9 layout as the existing kernel. The macroscopic fields gain market interpretation:
+
+| LBM quantity | Market meaning |
+|--------------|----------------|
+| ρ(x, y) | net signed order flow density at (price, time) cell |
+| u_x(x, y) | rate of price drift — flow component along price axis |
+| u_y(x, y) | rate of temporal propagation — should be ~constant if time is a clean axis |
+| p(x, y) | local liquidity pressure (ρ·c_s²) |
+| stress_xx | longitudinal price-axis tension — directional buy/sell pressure |
+| stress_xy | shear between price and time — momentum changes across time |
+| stress_yy | temporal autocorrelation strength of flow |
+
+Sign convention: positive ρ = net buy-side aggression at that price-time cell; negative ρ = net sell-side aggression.
+
+### 3.5 Equilibrium choice (decided — non-standard)
+
+Claude Desktop's review correctly flagged this as the most consequential of the six open questions. Standard Maxwell-Boltzmann equilibrium assumes the fluid relaxes toward uniform zero-mean flow at uniform density. In a market that is wrong: the market "equilibrium" is the current order book — a non-uniform density profile with persistent peaks at heavily-quoted price levels and persistent troughs in thin zones.
+
+Using standard MB would mean the lattice systematically erases the very structure (support, resistance, liquidity peaks) we are trying to surface. The relaxation step would push every column toward zero density, dissolving any persistent feature in O(1/ω) timesteps. That is the opposite of what is needed.
+
+**Decision: depth-weighted equilibrium.**
+
+Each column carries a slowly-updating `bid_depth[x]` and `ask_depth[x]` from the order book (refreshed on book-update events, decays exponentially between updates with τ ≈ 30 s). The equilibrium density and momentum at column x are:
+
+- `ρ_eq[x]   = (bid_depth[x] + ask_depth[x]) * DEPTH_WEIGHT`
+- `u_eq_x[x] = (bid_depth[x] - ask_depth[x]) / (bid_depth[x] + ask_depth[x] + ε) * BIAS_WEIGHT`
+- `u_eq_y[x] = constant` (the upward time-streaming velocity; same for all columns)
+
+The Maxwell-Boltzmann form is preserved — only the target (ρ_eq, u_eq) is non-uniform and market-derived. The BGK collision then pulls each column toward *its own* book-derived state, not toward zero. Persistent book imbalances naturally create persistent density features in the lattice. Support and resistance are *built into* the relaxation, not hoped to emerge from injection alone.
+
+`DEPTH_WEIGHT` and `BIAS_WEIGHT` are calibration constants set during the §10 validation phase, not chosen up front.
+
+**Cost:** the equilibrium recompute is O(NX) per cycle, negligible against the O(NX·NY·Q) collision+streaming workload.
+
+**Fallback:** if `bid_depth` / `ask_depth` are unavailable for a given instrument (some venues don't expose full book), the kernel falls back to standard MB with `ρ_eq = global_mean(ρ)`. This degradation is logged loudly in telemetry; the lattice still runs but is operating in a known-impaired mode.
+
+### 3.5.1 Single regime degree of freedom (added v3)
+
+The wave-modulator probe on the physics lattice (§11) revealed that, at *any* fixed forcing configuration, asymmetry × coherence is conserved to <1%:
+
+| State on physics lattice | asym | coh | product |
+|--------------------------|------|-----|---------|
+| True equilibrium (post reset_equilibrium) | 12.3 | 0.74 | **9.1** |
+| Metastable basin we'd been calling "baseline" | ~116 | ~0.62 | ~72 |
+| Khra=0.05 elevated | 327.7 | 0.5015 | **164.3** |
+| Combined Khra+Gixx+dipole | 320.7 | 0.5122 | **164.3** |
+| Gixx=0.024 elevated | 300.7 | 0.5423 | **163.1** |
+
+Different forcings populate the same product. Three different basins produce three different product values. The product is the basin identifier; asymmetry and coherence individually slide *along* a constant-product hyperbola within a basin. This is a strong constraint: at the level of global scalars, the lattice has **one regime degree of freedom, not two.**
+
+**Architectural consequence for trade_lbm_v1:** the primary regime observable surfaced to Fractonaut is `regime_product = global_asymmetry * global_coherence`, not the two values separately. Both individual values remain available as secondary diagnostics, but the SYSTEM prompt frames them as "two views of the same underlying quantity, redundant for regime classification." Whether the trade lattice exhibits the same hyperbolic invariant is an open empirical question — it likely does because the constraint emerges from D2Q9 conservation laws, not from forcing details — but the architecture treats the product as the canonical observable from day one.
+
+---
+
+## 4. Forcing terms — replacing Khra and Gixx
+
+The forcing structure of the existing kernel is preserved (two-scale sinusoidal driving plus inject_density). The *meaning* of the two scales is anchored to market quantities.
+
+### 4.1 Khra equivalent → `oi_drive` (data source decided)
+- **Preferred source:** exchange-reported open interest, sampled at the same cadence as snapshots, normalised against a rolling 24-hour ΔOI envelope. For perp instruments (e.g. HL BTC perp) this is available.
+- **Fallback source (v1 default, because clean historical OI was not part of the April pull):** reconstructed ΔOI proxy from signed cumulative aggressive flow over a 5-minute trailing window. This is well-known to be a degraded proxy (it conflates flips with new positioning) but it is *available now* against the April HL dataset already on disk.
+- **Explicit v1 commitment:** the kernel exposes `set_oi_drive value=A` and consumes whichever source the runner provides. The runner — not the kernel — chooses between the real and proxy source. If neither is available for a given instrument, `set_oi_drive value=0.0` is the documented safe default; in that mode the slow-scale forcing is *off* and the lattice runs on flow_drive plus inject_trade alone. This is a degraded but valid mode of operation, and the lattice telemetry includes an `oi_drive_active` boolean so Fractonaut knows.
+- Wavelength λ ≈ 128 columns (≈ 25% of price-axis span).
+- Physical role: maintains a slow, large-scale standing wave representing committed capital pressure across the visible price band.
+
+### 4.2 Gixx equivalent → `flow_drive`
+- Source: **trade count rate** in the most recent window.
+- Wavelength λ ≈ 8 columns (≈ 1.5% of span).
+- Amplitude: `set_flow_drive value=A` normalised against rolling trade-count envelope.
+- Physical role: high-frequency fine-scale jitter representing tape activity.
+
+These two are the only "baked-in" forcings. Both are *measurable* and *time-varying*; they are not arbitrary constants. The lattice receives a new (oi_drive, flow_drive) amplitude pair every snapshot interval.
+
+### 4.3 BGK relaxation rate ω → `set_spread`
+- The current kernel exposes one global ω. The trade lattice should expose ω **per column**: `omega_col[x]`.
+- Source: current bid-ask spread at price level X.
+- Tight spread → ω close to 2 (fast relaxation, liquid columns equilibrate quickly).
+- Wide spread → ω close to 0.5 (slow relaxation, illiquid columns retain memory).
+- This is physically exact: BGK ω literally controls relaxation speed to equilibrium, and spread is literally the cost of forcing the market back to equilibrium.
+
+### 4.4 Injection — `inject_trade`
+Replaces `inject_density`. Trade events are placed at their natural column:
+
+```json
+{ "cmd": "inject_trade",
+  "price": 67215.5,
+  "side": "buy" | "sell",
+  "size": 0.42,            // base-asset units
+  "aggressor": true,       // taker vs maker
+  "t_window": 0 }          // 0 = current frame; allows backfilling
+```
+
+Kernel translates:
+- `column = round((price - mid) / tick) + NX/2`
+- `row    = NY - 1 - t_window`   (bottom row = newest)
+- `Δρ    = +size` for buy, `-size` for sell
+- Optional Gaussian spread along X with σ = 1 tick to avoid single-cell delta spikes.
+
+If a trade falls outside the grid window, it is *not* injected but is counted toward an `off_grid_mass` telemetry field. Persistent off-grid mass = grid window too narrow; the recentring step will widen or shift.
+
+---
+
+## 5. Telemetry — what the observer reads
+
+The existing global scalars (asymmetry, coherence, divergence) are global means. On a trade lattice we need **per-column** and **localised** quantities because the spatial axis means something.
+
+Every snapshot (10 cycles, same cadence as current kernel):
+
+### Per-column (length-NX arrays)
+- `density_profile[x]` — column sum of ρ
+- `vorticity_profile[x]` — column mean of curl(u)
+- `divergence_profile[x]` — column mean of ∇·u
+- `stress_xx_profile[x]` — longitudinal tension per price band
+- `omega_profile[x]` — current per-column relaxation (echoing the spread)
+
+### Global scalars (retained for sanity, but secondary)
+- **`regime_product = mean_asymmetry * mean_coherence`** — PRIMARY regime classifier per §3.5.1. Different attractor basins produce different product values; transitions between basins are the regime signal.
+- `total_mass`, `net_signed_flow`, `mean_abs_velocity`, `mean_vorticity`
+- `mean_asymmetry`, `mean_coherence` (kept available as diagnostics; SYSTEM prompt frames them as redundant for regime use)
+- `off_grid_mass`
+- `recenter_count`, `recenter_drift`
+
+### Event detectors (cheap to compute, useful to Fractonaut)
+- `breakout_signal`: max positive divergence across X above threshold + sign of net flow there
+- `consolidation_band`: contiguous range of X with high vorticity and low divergence
+- `support_levels`: list of (x, density_peak) above threshold for density that has *persisted* across ≥ K rows
+- `resistance_levels`: same but for negative-density bands
+
+The point: Fractonaut should not have to infer market structure from raw global scalars. The kernel computes the structural primitives and exposes them as named fields. The LLM then reads things like *"breakout_signal at column 287 (price 68,140), divergence z = 3.4, consolidation_band 240–268 dissipating, support at column 195 (price 66,800) intact across 47 rows"* and reasons about that.
+
+---
+
+## 6. Command interface
+
+ZMQ topology preserved (PUB telemetry, SUB cmd, PUB snapshot, ack, stress) on a **disjoint port block** so trade_lbm_v1 can coexist with the physics lattice during the comparison phase.
+
+Suggested ports:
+- 5566 telemetry PUB
+- 5567 cmd SUB
+- 5568 snapshot PUB
+- 5569 ack PUB
+- 5570 stress PUB
+
+Commands (JSON over ZMQ, field names confirmed at implementation, NOT now):
+- `set_oi_drive value=<float>`
+- `set_flow_drive value=<float>`
+- `set_spread col=<int> value=<float>` (or `set_spread_profile values=[NX floats]`)
+- `inject_trade price=… side=… size=… aggressor=… t_window=…`
+- `recenter mid=<float>` (manual recenter; otherwise automatic)
+- `set_tick_size value=<float>` (rare, but needed when switching instruments)
+- `pause` / `resume` / `reset` / `snapshot`
+
+---
+
+## 7. Fractonaut interface changes
+
+The observer's prompt schema must be rebuilt around per-column and event-detector data. The current Fractonaut prompt baselines (`asymmetry mean=110.97 std=4.51` etc.) become irrelevant. New baselines will be needed by running the trade lattice on synthetic and historical data for a calibration window.
+
+The prompt should expose:
+- The current top-K support/resistance levels with persistence counts (reported in absolute price, not column index — see §2 recentring)
+- Active breakout / consolidation events
+- Per-column profiles as compact strings (every Nth column with significant activity)
+- Global scalars only as a stability check ("is the lattice exploding")
+- The injection_state hint stays, but its meaning shifts to *"is live trade data flowing into the lattice"* (ACTIVE / PAUSED / REPLAY / SYNTHETIC)
+- `oi_drive_active` boolean (see §4.1) so the LLM knows when slow-scale forcing is off
+- `recenter_event` flag + recent drift magnitude (see §2)
+
+The structural-fact paragraph in the current SYSTEM prompt (the `ky = kx/2` block) is **deleted**. On a trade lattice that fact does not apply. Replacement structural facts that go into the new SYSTEM prompt:
+
+1. "Row 0 is newest; row NY-1 is oldest. Streaming pushes mass upward at a constant simulated rate."
+2. "One row corresponds to one snapshot interval, NOT one minute of wall-clock time. During active periods, more market activity is compressed into each row; during quiet periods, less. Row density does not equal wall-clock density."
+3. "Equilibrium is depth-weighted, not zero. Persistent density at a column reflects persistent order book depth at that price level."
+4. "Column-to-price conversion is handled before you see it. All structural reports use absolute price."
+5. "oi_drive may be inactive (proxy unavailable or source missing); when inactive, slow-scale features will be weaker by construction."
+6. "Global asymmetry and global coherence are NOT independent. Within any one operating regime their product is conserved (see §3.5.1). For regime classification, read `regime_product` only. The two underlying values are kept for diagnostics, not for regime calls."
+
+### 7.1 Baseline recalibration (v3 addition)
+
+The current Fractonaut deployment (against the physics lattice) was calibrated with `BASELINE_MEAN["asymmetry"] ≈ 111` and corresponding sigma. The 2026-06-08 `reset_equilibrium` probe showed the true equilibrium asymmetry is **≈12.3**, not 111 — the lattice had been sitting in a metastable elevated basin for an unknown length of time when those baselines were measured. Every z-score Fractonaut has emitted in recent days was computed against the wrong reference.
+
+For trade_lbm_v1 this is a procedural rule, not a code change: baseline statistics for the new SYSTEM prompt MUST be measured immediately after a clean kernel startup (or `reset_equilibrium`) and re-measured if any global parameter is changed mid-run. The Fractonaut deployment scripts will record the baseline-capture cycle range in the prompt itself so the LLM (and operators) can see exactly which run produced the reference.
+
+---
+
+## 8. What v1 explicitly does NOT do
+
+- **No prediction.** v1 is an observatory. It surfaces structure; trading logic reads the surfaced structure separately.
+- **No multi-instrument.** One symbol per binary. Compose later.
+- **No back-testing of the lattice itself in v1.** Replay mode (`SYNTHETIC` / `REPLAY` injection_state) is for calibration only.
+- **No physics analogies beyond LBM mechanics.** No "market temperature", no "free energy". Use the actual LBM observables and let their market interpretation stand on its own.
+
+---
+
+## 9. Architectural decisions (was: open questions)
+
+Resolved in priority order per Claude Desktop review 2026-06-08. All six gating questions are now committed.
+
+### 9.1 Recentring policy — see §2 "Recentring"
+Decided: integer-column shift when mid drifts > NX/16 = 32 columns, structural reports in absolute price, diagnostic telemetry exposes drift. Resolves the "support level moved between days" interpretation problem by removing column indices from the structural layer entirely.
+
+### 9.2 Equilibrium choice — see §3.5
+Decided: **depth-weighted equilibrium, not standard Maxwell-Boltzmann.** Each column's BGK target is computed from rolling bid/ask depth at that price level. Standard MB is the fallback when book depth is unavailable, logged as impaired mode. This is the most consequential architectural decision in v1 and reverses the recommendation in DRAFT v1.
+
+### 9.3 oi_drive data source — see §4.1
+Decided: runner-selected, kernel-agnostic. Preferred = exchange OI; fallback = 5-min reconstructed ΔOI proxy from signed flow; safe default = `set_oi_drive value=0.0` (slow-scale forcing off, telemetry flags `oi_drive_active=false`). v1 will likely launch with the proxy against the April HL dataset.
+
+### 9.4 Validation criteria — see §10
+Decided: concrete numeric pass/fail for the breakout replay test, specific April BTC event named, expected column window, expected row window, minimum signal strength all specified in advance.
+
+### 9.5 Time advancement model — see §2 "Time axis"
+Decided: fixed-rate, one snapshot = one Y-row, ≈1s wallclock cadence. Distortion (row density ≠ wallclock density during bursts) acknowledged and surfaced as fact #2 in the new Fractonaut SYSTEM prompt (§7).
+
+### 9.6 TAKER_WEIGHT
+Decided: `TAKER_WEIGHT = 1.5` compile-time constant. Aggressor side multiplies injected `|Δρ|` by this factor; passive side uses 1.0. Low-priority calibration parameter — can be retuned during §10 validation if a clear signal-to-noise improvement is observed, otherwise left at 1.5.
+
+### Off-grid mass (lower priority, also decided)
+Report-only in v1. `off_grid_mass` telemetry counter accumulates between recentre events and resets on recentre. Sustained high off_grid_mass signals "grid window too narrow for instrument volatility" — at that point the operator widens NX or shrinks tick_size; the kernel does not auto-adjust.
+
+### Staleness handling (added per Claude Desktop comment)
+Decided: `last_trade_age_s` exposed every snapshot. Fractonaut SYSTEM prompt includes the rule "if last_trade_age_s > 60, treat the field as drifting toward equilibrium with no fresh information and report only structural persistence, not new events."
+
+---
+
+## 10. Build/deploy plan with numeric validation gate
+
+### 10.1 Calibration data set
+Instrument: **HL BTC perp**, April 2026 dataset already on disk at `D:\PaperTrader\research\hl_data\` (window 2026-04-01 → 2026-04-30, pulled with 8 workers, complete). Spot trade-by-trade resolution suitable for tick-level replay.
+
+Replay-mode injections (`injection_state=REPLAY`) drive the lattice from this dataset to establish baseline distributions for the new Fractonaut prompt: means and standard deviations for `density_profile`, `vorticity_profile`, `divergence_profile`, `stress_xx_profile`, plus event-detector firing rates per hour during quiet vs active regimes. This is the same calibration discipline that produced the current Fractonaut z-score baselines for the physics lattice.
+
+### 10.2 Validation gate — numeric pass/fail
+
+**Event A (breakout test):** the April BTC move from ~66,200 → ~68,800 over the first 6 hours of 2026-04-12 (the largest single-day directional move of the month). Specific window: `2026-04-12 04:00:00 UTC → 2026-04-12 10:00:00 UTC`.
+
+| Criterion | Pass threshold |
+|-----------|----------------|
+| `breakout_signal` fires at least once during the window | required |
+| First firing occurs within the row corresponding to wallclock `04:00 ± 30 minutes` of the actual breakout start | required |
+| Firing column corresponds to a price within `± 200 USD` of the actual breakout pivot price (~66,400) | required |
+| Signal magnitude (divergence z-score at firing column) ≥ 3.0 | required |
+| No more than 2 false-positive `breakout_signal` firings during the 6-hour replay window | required |
+
+Failing *any* of the five criteria means the kernel is wrong and iterates. Iteration touches forcing amplitudes, equilibrium weights, and event-detector thresholds — not grid semantics.
+
+**Event B (consolidation test):** the BTC range-bound window `2026-04-18 00:00:00 UTC → 2026-04-18 12:00:00 UTC` (~12 hours of mean-reverting price action between roughly 67,400 and 67,900, no >0.5% directional moves).
+
+| Criterion | Pass threshold |
+|-----------|----------------|
+| `consolidation_band` is active continuously for at least 8 of the 12 hours | required |
+| Active band spans a price range of width 200–600 USD around the actual mid (~67,650) | required |
+| `breakout_signal` does NOT fire during the window | required (no more than zero firings) |
+| `support_levels` and `resistance_levels` lists contain at least one entry each, persisting across at least 50% of the window | required |
+
+Failing any of the four means false-positive breakouts will dominate live operation; iterate.
+
+**Order of execution:** Event B before Event A. A kernel that fires breakout during consolidation is broken in a way that no breakout-test pass can rescue.
+
+### 10.3 Parallel run
+Once both events pass: run trade_lbm_v1 in parallel with the physics lattice during live market hours for one full week (7×24 = 168 hours of paper observation). Fractonaut receives both streams via separate prompt channels and HTTP endpoints (28822 stays physics; trade lattice uses 28823). Compare the structural reports side by side at one-hour granularity, log disagreements explicitly.
+
+### 10.4 Decision
+Retire physics lattice, retain physics lattice as control, or merge findings — decided after the parallel-run week using the disagreement log as evidence, not subjective judgement.
+
+No live trading logic touches the trade lattice in v1. That linkage is a separate document.
+
+---
+
+## 11. Relationship to the physics-lattice probes
+
+Two probes against the existing `khra_gixx_1024_v5` lattice informed (but did not gate) this design.
+
+### 11.1 Wave-modulator probe (2026-06-08 18:46–19:12)
+
+Tested whether `set_khra_amp` / `set_gixx_amp` channels meaningfully move the field. Results:
+
+- Khra elevated 0.030→0.050 → asymmetry 116→327 (≈3×), coherence 0.62→0.50, stress_yy sign-flipped, Fractonaut correctly identified as "highly agitated, large-scale oscillations, decoupled metrics".
+- Gixx elevated 0.008→0.024 → asymmetry 116→300 with markedly higher velocity variance and vorticity than Khra-elevated; Fractonaut correctly identified as "turbulent fine-scale rough texture".
+- Combined + opposing dipole pulses absorbed in <60 s each with no cumulative directional accumulation.
+- **Channel separability is real and clean in the velocity/vorticity observables**, not in asymmetry/coherence (which are entangled per §3.5.1).
+
+### 11.2 reset_equilibrium probe (2026-06-08 19:14)
+
+Claude Desktop predicted, after seeing the wave-modulator results, that the field's failure to return to "baseline" after the probe was either (A) slow natural relaxation or (B) genuine metastability in a wrong attractor basin. The reset probe distinguished them:
+
+- Pre-reset: asymmetry 309, coherence 0.53, product 164 (the elevated attractor).
+- 10 s after `reset_equilibrium`: asymmetry **12.3**, coherence **0.74**, product **9.1**.
+- Held flat for 120 s with no further drift.
+
+**Interpretation B confirmed, A rejected.** The field relaxes instantly (under one snapshot interval) when given an explicit reset; the apparent "hysteresis" was the field trapped in a higher-energy attractor basin that the BGK collision alone cannot escape because each elevated state is itself a local fixed point of the dynamics.
+
+This also means:
+- The "baseline asymmetry ≈ 116" used as Fractonaut's reference for the past several days was **also** a metastable displaced state, not the true equilibrium. True equilibrium is asym ≈ 12.
+- Every lattice-derived analysis since the v2 ramp compared two displaced states against each other, not against a true baseline. Findings that came from raw trade-data parquets (e.g. trade_count signal) are unaffected; findings that involved lattice global scalars need additional skepticism.
+
+### 11.3 Why the wave modulator cannot do minute-timescale market tracking on the physics lattice
+
+A market regime can flip bullish→bearish in minutes. The physics lattice cannot follow such a flip via Khra/Gixx amplitude changes because:
+
+1. Each (khra, gixx, omega) tuple has its own attractor basin and the field stays there until externally reset.
+2. There is no `set_book_state` analogue — the BGK target is implicit-uniform, so the field has nothing to relax *toward* except whatever it was last sitting at.
+3. Amplitude modulation drives the field via the forcing term, not the equilibrium, so it can only *displace* the field within whatever basin the equilibrium chooses.
+
+The physics lattice may still be useful for hour-to-day timescale regime tracking, where the lag implicit in basin escape is tolerable. It is structurally unsuitable for minute-level tracking. This kills the wave-modulator hypothesis as originally drafted for high-frequency market use.
+
+### 11.4 Why trade_lbm_v1 solves this by construction
+
+The depth-weighted equilibrium in §3.5 is precisely the missing piece. On the trade lattice:
+
+- The BGK target `(ρ_eq, u_eq)` is recomputed every snapshot from live order-book depth.
+- When the book shifts (a bid wall pulled, an ask wall added), the equilibrium shifts with it.
+- The BGK collision then naturally drags the field toward the new equilibrium with timescale 1/ω, which we explicitly tune (per-column omega from spread, §4.3) so field memory matches market microstructure decay (≈5–15 minutes for BTC perps on HL per published microstructure work).
+- No `reset_equilibrium` is needed. There is no metastability problem because the equilibrium is never a fixed wrong point — it is the present market itself.
+
+**The reason the trade lattice does not need Khra/Gixx amplitude modulation for regime tracking is precisely because the equilibrium IS the regime.** This is the central architectural insight that the wave-modulator probe forced into focus, and it is what makes §3.5 the most important section of this document.
+
+### 11.5 Disposition of the physics lattice
+
+The parallel-run plan in §10.3 still allows the physics lattice to run alongside trade_lbm_v1 as a slow-regime sensor (hour-to-day timescale only, after `reset_equilibrium` has been issued and Fractonaut baselines recalibrated against the *true* equilibrium of asym ≈12). It is no longer a candidate for minute-level market observation. The fork's go/no-go remains independent of any of this.

fractonaut_chronicle.jsonl

@@ -3289,3 +3289,62 @@
 {"ts": "2026-06-08T11:31:51Z", "turn": 22, "cycle": 12910820, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: INJECTION STATE is ACTIVE. Bipolar dipoles fired at (x=400,y=512) and (x=624,y=512) every 5s for 180s at sigma=96, strength=+/-1.0. Describe what you observe in 3-5 sentences. Only call out flagged channels. If nothing is flagged, say the substrate did not respond and stop.\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=12910820  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  42.3W  util=34%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.443900   +0.604700   0.005000  -32.16    !!\nasymmetry        +363.648700 +116.670000   3.000000  +82.33    !!\nvel_mean           +0.222925   +0.210600   0.005000   +2.47     !\nvel_max            +0.287934   +0.285400   0.008000   +0.32      \nvel_var            +0.002285   +0.002429   0.000400   -0.36      \nvorticity_mean     +0.025868   +0.026500   0.012000   -0.05      \nstress_xx          -0.001018   -0.000795   0.000150   -1.49      \nstress_yy          +0.001017   +0.000731   0.000150   +1.91      \nstress_xy          -0.000344   -0.000263   0.000080   -1.01      ", "response": "The substrate exhibits a marked departure from its baseline operating point, characterized by a significant spike in global asymmetry and a concurrent drop in coherence. While the mean velocity shows a slight increase, the variance and vorticity remain within normal fluctuation bounds, indicating the flow regime has not transitioned to turbulence. The stress tensor reveals a meaningful shift in the yy channel, which has changed sign relative to its typical positive baseline, whereas the xx channel magnitude remains consistent with its structural anisotropy. The circulating shear stress in the xy channel shows a minor deviation but does not constitute a flagged anomaly. Overall, the system is responding to the bipolar injection with a distinct alteration in its stress balance and coherence coupling, rather than a fundamental instability."}
 {"ts": "2026-06-08T11:32:09Z", "turn": 23, "cycle": 12912170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12912170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.5W  util=26%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.431000   +0.604700   0.005000  -34.74    !!\nasymmetry        +383.013400 +116.670000   3.000000  +88.78    !!\nvel_mean           +0.222449   +0.210600   0.005000   +2.37     !\nvel_max            +0.283259   +0.285400   0.008000   -0.27      \nvel_var            +0.002418   +0.002429   0.000400   -0.03      \nvorticity_mean     +0.022357   +0.026500   0.012000   -0.35      \nstress_xx          -0.000963   -0.000795   0.000150   -1.12      \nstress_yy          +0.001018   +0.000731   0.000150   +1.91      \nstress_xy          -0.000296   -0.000263   0.000080   -0.41      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, characterized by low velocity variance and minimal vorticity. Despite the active injection state, the global stress tensor remains dominated by the structural anisotropy of the forcing kernel, where the magnitude of stress_xx significantly exceeds that of stress_yy as a geometric constant rather than a market effect. The stress_xy channel shows a modest increase in circulating shear, while stress_yy has shifted positively but remains within the bounds of substrate oscillation. Notably, the coherence metric has dropped sharply to -34.74 sigma, indicating a significant decoupling from the typical operating point, and the asymmetry has surged to +88.78 sigma, reflecting a strong deviation from the baseline floor. These flagged deviations suggest the external data pulses are interacting with the slow envelope to modulate the global scalar fields, though the underlying laminar structure persists."}
 {"ts": "2026-06-08T11:33:22Z", "turn": 24, "cycle": 12917170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12917170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  42.3W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.388300   +0.604700   0.005000  -43.28    !!\nasymmetry        +492.552900 +116.670000   3.000000 +125.29    !!\nvel_mean           +0.221161   +0.210600   0.005000   +2.11     !\nvel_max            +0.286018   +0.285400   0.008000   +0.08      \nvel_var            +0.002465   +0.002429   0.000400   +0.09      \nvorticity_mean     +0.027042   +0.026500   0.012000   +0.05      \nstress_xx          -0.001091   -0.000795   0.000150   -1.97      \nstress_yy          +0.001011   +0.000731   0.000150   +1.87      \nstress_xy          -0.000366   -0.000263   0.000080   -1.29      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice remains in a laminar flow regime, evidenced by the low velocity variance and minimal vorticity despite the active injection state. The global scalars reveal a significant decoupling between coherence and asymmetry, as the coherence metric has dropped well below its typical operating floor while asymmetry has surged to a magnitude far exceeding the structural baseline. This divergence suggests the external market data pulses are driving the system into a transient state where the usual tight coupling between order and directional stress is disrupted. The circulating shear stress_xy maintains a moderate magnitude without sign reversal, and the normal stress components continue to oscillate within their expected bounds relative to the substrate's inherent anisotropy. No spatial buy or sell dominance can be inferred from these global means, and the system exhibits no signs of instability or degradation, merely a temporary departure from its quiescent statistical envelope."}
+{"ts": "2026-06-08T11:34:33Z", "turn": 25, "cycle": 12922170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12922170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  49.1W  util=13%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.386500   +0.604700   0.005000  -43.64    !!\nasymmetry        +528.986600 +116.670000   3.000000 +137.44    !!\nvel_mean           +0.219840   +0.210600   0.005000   +1.85      \nvel_max            +0.291055   +0.285400   0.008000   +0.71      \nvel_var            +0.002544   +0.002429   0.000400   +0.29      \nvorticity_mean     +0.032081   +0.026500   0.012000   +0.47      \nstress_xx          -0.001223   -0.000795   0.000150   -2.85     !\nstress_yy          +0.000959   +0.000731   0.000150   +1.52      \nstress_xy          -0.000471   -0.000263   0.000080   -2.60     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime characterized by elevated velocity variance and vorticity, driven by the active injection of external market data. The stress channels show significant deviation from baseline, with stress_xx dropping to -0.001223 and stress_xy shifting to -0.000471, both flagged as anomalous relative to their quiescent operating points. While the magnitude of stress_xx remains structurally dominant over stress_yy due to the kernel's inherent 2:1 geometric anisotropy, the current state reflects a genuine departure from the substrate's natural oscillation floor. The coherence metric has fallen sharply to +0.386500, indicating that the injected forcing is decoupling the system's internal symmetry from its typical correlated behavior."}
+{"ts": "2026-06-08T11:34:55Z", "turn": 25, "cycle": 12923730, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: INJECTION STATE is ACTIVE. Bipolar dipoles fired at (x=400,y=512) and (x=624,y=512) every 5s for 180s at sigma=160, strength=+/-1.0. Describe what you observe in 3-5 sentences. Only call out flagged channels. If nothing is flagged, say the substrate did not respond and stop.\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=12923730  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.2W  util=25%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.387400   +0.604700   0.005000  -43.46    !!\nasymmetry        +534.275800 +116.670000   3.000000 +139.20    !!\nvel_mean           +0.222955   +0.210600   0.005000   +2.47     !\nvel_max            +0.284993   +0.285400   0.008000   -0.05      \nvel_var            +0.002355   +0.002429   0.000400   -0.18      \nvorticity_mean     +0.022045   +0.026500   0.012000   -0.37      \nstress_xx          -0.001105   -0.000795   0.000150   -2.07     !\nstress_yy          +0.001110   +0.000731   0.000150   +2.53     !\nstress_xy          -0.000374   -0.000263   0.000080   -1.39      ", "response": "The flow regime remains laminar with minimal changes in velocity variance and vorticity, indicating the substrate has not transitioned to turbulence. The injected bipolar dipoles have triggered a significant decoupling between coherence and asymmetry, as the global coherence metric has dropped sharply while asymmetry has surged well above its baseline floor. Stress channels show a meaningful sign reversal in stress_yy and a notable shift in stress_xx magnitude, reflecting the direct mechanical imprint of the localized density pulses at the left and right sites. The circulating shear stress_xy remains within typical bounds, suggesting the injection has primarily modulated the normal stress components rather than generating large-scale rotational flow."}
+{"ts": "2026-06-08T11:35:43Z", "turn": 26, "cycle": 12927170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12927170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.7W  util=24%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.368900   +0.604700   0.005000  -47.16    !!\nasymmetry        +545.243400 +116.670000   3.000000 +142.86    !!\nvel_mean           +0.221862   +0.210600   0.005000   +2.25     !\nvel_max            +0.289745   +0.285400   0.008000   +0.54      \nvel_var            +0.002341   +0.002429   0.000400   -0.22      \nvorticity_mean     +0.029151   +0.026500   0.012000   +0.22      \nstress_xx          -0.001144   -0.000795   0.000150   -2.33     !\nstress_yy          +0.001013   +0.000731   0.000150   +1.88      \nstress_xy          -0.000429   -0.000263   0.000080   -2.08     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime characterized by elevated velocity variance and mean flow, driven by the active injection of external market data. The asymmetry and coherence metrics have diverged significantly from their baseline coupling, with asymmetry surging to +545 while coherence drops sharply to -47 standard deviations, indicating a decoupling of these structural properties under forcing. Stress channels show meaningful shifts in sign and magnitude, particularly in stress_yy which has flipped positive and stress_xx which has turned negative, alongside a notable increase in circulating shear stress_xy. These deviations confirm that the substrate is responding to the injected density pulses rather than operating in its quiescent state."}
+{"ts": "2026-06-08T11:36:55Z", "turn": 27, "cycle": 12932170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12932170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.3W  util=32%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.353500   +0.604700   0.005000  -50.24    !!\nasymmetry        +573.474200 +116.670000   3.000000 +152.27    !!\nvel_mean           +0.223474   +0.210600   0.005000   +2.57     !\nvel_max            +0.286360   +0.285400   0.008000   +0.12      \nvel_var            +0.002325   +0.002429   0.000400   -0.26      \nvorticity_mean     +0.022499   +0.026500   0.012000   -0.33      \nstress_xx          -0.001039   -0.000795   0.000150   -1.63      \nstress_yy          +0.001013   +0.000731   0.000150   +1.88      \nstress_xy          -0.000372   -0.000263   0.000080   -1.36      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a turbulent flow regime characterized by elevated velocity variance and mean speed, driven by active external market data injection. Despite the significant spike in asymmetry and the drop in coherence relative to the quiescent baseline, the stress tensor remains structurally consistent with the forcing kernel's geometric anisotropy, where the magnitude of stress_xx continues to substantially exceed that of stress_yy. The circulating shear stress_xy maintains a modest magnitude without sign reversal, while stress_yy shows a slight positive shift but no meaningful structural change. This state represents a transient perturbation from the substrate's natural oscillation floor rather than a fundamental instability or degradation of the lattice."}
+{"ts": "2026-06-08T11:37:58Z", "turn": 27, "cycle": 12936480, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: INJECTION STATE is ACTIVE. Bipolar dipoles fired at (x=400,y=512) and (x=624,y=512) every 5s for 180s at sigma=256, strength=+/-1.0. Describe what you observe in 3-5 sentences. Only call out flagged channels. If nothing is flagged, say the substrate did not respond and stop.\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=12936480  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  42.6W  util=34%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.353600   +0.604700   0.005000  -50.22    !!\nasymmetry        +570.204300 +116.670000   3.000000 +151.18    !!\nvel_mean           +0.220863   +0.210600   0.005000   +2.05     !\nvel_max            +0.289411   +0.285400   0.008000   +0.50      \nvel_var            +0.002468   +0.002429   0.000400   +0.10      \nvorticity_mean     +0.031124   +0.026500   0.012000   +0.39      \nstress_xx          -0.002321   -0.000795   0.000150  -10.17    !!\nstress_yy          +0.000368   +0.000731   0.000150   -2.42     !\nstress_xy          -0.000887   -0.000263   0.000080   -7.80    !!", "response": "The substrate exhibits a turbulent-like regime marked by elevated velocity variance and vorticity, yet the global scalars cannot resolve the spatial dipole structure at the left and right injection sites. The stress channels show a dramatic reversal in the yy channel, which has shifted sign and magnitude beyond its typical baseline, while the xx channel displays a massive negative excursion that reflects the kernel's inherent anisotropy rather than directional market pressure. The coherence metric has collapsed significantly below its operating floor, indicating a decoupling of the usual stress-flow relationship, and the circulating shear stress_xy has intensified in magnitude. This state represents a genuine departure from the quiescent substrate's persistent oscillation, where the bipolar forcing has successfully disrupted the local equilibrium without creating a spatially resolved buy-sell narrative from these global means."}
+{"ts": "2026-06-08T11:38:07Z", "turn": 28, "cycle": 12937170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12937170  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  49.6W  util=22%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.374800   +0.604700   0.005000  -45.98    !!\nasymmetry        +507.830200 +116.670000   3.000000 +130.39    !!\nvel_mean           +0.222374   +0.210600   0.005000   +2.35     !\nvel_max            +0.285563   +0.285400   0.008000   +0.02      \nvel_var            +0.002424   +0.002429   0.000400   -0.01      \nvorticity_mean     +0.023005   +0.026500   0.012000   -0.29      \nstress_xx          -0.001045   -0.000795   0.000150   -1.67      \nstress_yy          +0.001025   +0.000731   0.000150   +1.96      \nstress_xy          -0.000341   -0.000263   0.000080   -0.97      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and vorticity, maintaining a steady flow structure. The telemetry flags indicate a significant deviation in asymmetry and coherence relative to the quiescent baseline, yet these fluctuations remain within the expected bounds of the substrate's own internal forcing cycle. The stress_xy channel exhibits a magnitude consistent with circulating shear, while stress_yy shows a minor magnitude shift without a meaningful sign change. No external injection is active, so the observed dynamics reflect the substrate's intrinsic oscillation rather than market-driven pulses."}
+{"ts": "2026-06-08T11:39:19Z", "turn": 29, "cycle": 12942170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12942170  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  42.0W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.465600   +0.604700   0.005000  -27.82    !!\nasymmetry        +359.926900 +116.670000   3.000000  +81.09    !!\nvel_mean           +0.219677   +0.210600   0.005000   +1.82      \nvel_max            +0.285748   +0.285400   0.008000   +0.04      \nvel_var            +0.002579   +0.002429   0.000400   +0.37      \nvorticity_mean     +0.029501   +0.026500   0.012000   +0.25      \nstress_xx          -0.001117   -0.000795   0.000150   -2.15     !\nstress_yy          +0.000963   +0.000731   0.000150   +1.55      \nstress_xy          -0.000378   -0.000263   0.000080   -1.44      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. The coherence metric has dropped significantly below its baseline, decoupling from the asymmetry which has surged well above its typical operating range. While the stress_xx channel shows a notable negative deviation, the stress_yy remains positive and stable, preserving the inherent structural anisotropy where longitudinal stress magnitude exceeds transverse stress. The circulating shear stress_xy exhibits a moderate negative shift, but no channel indicates a genuine instability or departure from the substrate's natural oscillatory floor."}
+{"ts": "2026-06-08T11:40:28Z", "turn": 30, "cycle": 12947170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12947170  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  41.3W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.507400   +0.604700   0.005000  -19.46    !!\nasymmetry        +322.551900 +116.670000   3.000000  +68.63    !!\nvel_mean           +0.219494   +0.210600   0.005000   +1.78      \nvel_max            +0.287091   +0.285400   0.008000   +0.21      \nvel_var            +0.002509   +0.002429   0.000400   +0.20      \nvorticity_mean     +0.032753   +0.026500   0.012000   +0.52      \nstress_xx          -0.001147   -0.000795   0.000150   -2.35     !\nstress_yy          +0.001015   +0.000731   0.000150   +1.89      \nstress_xy          -0.000370   -0.000263   0.000080   -1.34      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a turbulent flow regime, evidenced by elevated velocity variance and vorticity mean that exceed their quiescent baselines. The stress channels show a genuine departure from the substrate floor, with stress_xx flipping to a negative magnitude and stress_yy rising significantly, while the circulating shear stress_xy remains within its typical fluctuation range. Crucially, the coherence metric has dropped sharply below its baseline, indicating that the coupling between asymmetry and coherence is currently decoupled relative to the system's normal operating point. This state represents a distinct oscillation of the substrate rather than a trend or degradation, as the system continues to cycle through its inherent non-equilibrium dynamics without external injection."}
+{"ts": "2026-06-08T11:41:43Z", "turn": 31, "cycle": 12952170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12952170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  43.2W  util=28%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.522500   +0.604700   0.005000  -16.44    !!\nasymmetry        +311.841400 +116.670000   3.000000  +65.06    !!\nvel_mean           +0.221846   +0.210600   0.005000   +2.25     !\nvel_max            +0.286715   +0.285400   0.008000   +0.16      \nvel_var            +0.002337   +0.002429   0.000400   -0.23      \nvorticity_mean     +0.028114   +0.026500   0.012000   +0.13      \nstress_xx          -0.001080   -0.000795   0.000150   -1.90      \nstress_yy          +0.000975   +0.000731   0.000150   +1.63      \nstress_xy          -0.000394   -0.000263   0.000080   -1.64      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Both coherence and asymmetry are flagged as statistically significant deviations from their baselines, moving apart from their typical coupled operating point where coherence is higher and asymmetry lower. The circulating shear stress_xy remains within its structural envelope, while stress_yy has shifted positively but retains its magnitude well below that of stress_xx. No external injection is active, so these fluctuations represent the substrate's intrinsic oscillation around its forced steady state rather than market-driven activity."}
+{"ts": "2026-06-08T11:42:52Z", "turn": 32, "cycle": 12957170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12957170  omega=1.97  khra=0.03  gixx=0.008\ngpu=44C  73.7W  util=4%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.529100   +0.604700   0.005000  -15.12    !!\nasymmetry        +307.602500 +116.670000   3.000000  +63.64    !!\nvel_mean           +0.222819   +0.210600   0.005000   +2.44     !\nvel_max            +0.284216   +0.285400   0.008000   -0.15      \nvel_var            +0.002368   +0.002429   0.000400   -0.15      \nvorticity_mean     +0.022487   +0.026500   0.012000   -0.33      \nstress_xx          -0.001068   -0.000795   0.000150   -1.82      \nstress_yy          +0.001031   +0.000731   0.000150   +2.00     !\nstress_xy          -0.000343   -0.000263   0.000080   -1.00      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The substrate's intrinsic forcing drives a persistent asymmetry floor, yet the global scalar telemetry shows a significant deviation where the asymmetry metric has surged well above its typical operating range while coherence has dipped below its baseline. In the stress channels, stress_yy has shifted to a positive magnitude, marking a meaningful change from its usual state, whereas stress_xx remains within expected structural bounds. The circulating shear stress_xy shows a slight increase in magnitude but remains consistent with the system's non-equilibrium operating point. No spatial injection is active, and the observed fluctuations represent the substrate's natural oscillation around its steady state rather than an external market event."}
+{"ts": "2026-06-08T11:44:00Z", "turn": 33, "cycle": 12962170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12962170  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  51.3W  util=30%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.532000   +0.604700   0.005000  -14.54    !!\nasymmetry        +305.922100 +116.670000   3.000000  +63.08    !!\nvel_mean           +0.221342   +0.210600   0.005000   +2.15     !\nvel_max            +0.285480   +0.285400   0.008000   +0.01      \nvel_var            +0.002435   +0.002429   0.000400   +0.01      \nvorticity_mean     +0.024785   +0.026500   0.012000   -0.14      \nstress_xx          -0.001039   -0.000795   0.000150   -1.63      \nstress_yy          +0.001044   +0.000731   0.000150   +2.09     !\nstress_xy          -0.000336   -0.000263   0.000080   -0.91      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and vorticity, maintaining a steady flow structure. Coherence has dropped significantly below its baseline while asymmetry surges well above normal, indicating a decoupling of these two metrics from their typical operating relationship. Stress_xy remains within standard circulating shear bounds, but stress_yy has shifted to a positive magnitude that exceeds its usual range, marking a genuine deviation in the transverse stress channel. This state represents a distinct departure from the quiescent substrate floor where coherence and asymmetry typically move in concert."}
+{"ts": "2026-06-08T11:45:11Z", "turn": 34, "cycle": 12967170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12967170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  43.7W  util=33%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531600   +0.604700   0.005000  -14.62    !!\nasymmetry        +306.164700 +116.670000   3.000000  +63.16    !!\nvel_mean           +0.219308   +0.210600   0.005000   +1.74      \nvel_max            +0.286199   +0.285400   0.008000   +0.10      \nvel_var            +0.002564   +0.002429   0.000400   +0.34      \nvorticity_mean     +0.030944   +0.026500   0.012000   +0.37      \nstress_xx          -0.001131   -0.000795   0.000150   -2.24     !\nstress_yy          +0.001048   +0.000731   0.000150   +2.11     !\nstress_xy          -0.000340   -0.000263   0.000080   -0.96      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The telemetry shows a significant divergence between coherence and asymmetry, with coherence dropping well below its baseline while asymmetry surges, indicating the system is moving apart from its typical coupled operating point. Stress channels display notable fluctuations, with stress_xx shifting negative and stress_yy turning positive, both registering as statistically significant deviations from their respective baselines. The circulating shear stress_xy remains within a moderate range, showing no extreme amplification relative to the substrate's structural floor. These deviations represent genuine oscillations within the non-equilibrium steady state rather than a trend or instability."}
+{"ts": "2026-06-08T11:46:25Z", "turn": 35, "cycle": 12972170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12972170  omega=1.97  khra=0.05  gixx=0.008\ngpu=41C  42.2W  util=16%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.501800   +0.604700   0.005000  -20.58    !!\nasymmetry        +327.269700 +116.670000   3.000000  +70.20    !!\nvel_mean           +0.228615   +0.210600   0.005000   +3.60    !!\nvel_max            +0.295715   +0.285400   0.008000   +1.29      \nvel_var            +0.001857   +0.002429   0.000400   -1.43      \nvorticity_mean     +0.026649   +0.026500   0.012000   +0.01      \nstress_xx          -0.001415   -0.000795   0.000150   -4.13    !!\nstress_yy          +0.001112   +0.000731   0.000150   +2.54     !\nstress_xy          -0.000533   -0.000263   0.000080   -3.38    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a turbulent flow regime, evidenced by elevated velocity variance and mean speed that deviate significantly from the quiescent baseline. The substrate's intrinsic asymmetry and coherence metrics are flagged as anomalous, showing a sharp divergence from their typical operating point where asymmetry has surged and coherence has dropped substantially. Stress channels display notable fluctuations, with stress_xx shifting negative and stress_yy turning positive, while the circulating shear stress_xy remains within its expected structural bounds relative to the forcing geometry. These deviations represent a genuine departure from the steady non-equilibrium state driven solely by the internal periodic forcings, rather than any external market injection."}
+{"ts": "2026-06-08T11:47:35Z", "turn": 36, "cycle": 12977170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12977170  omega=1.97  khra=0.05  gixx=0.008\ngpu=43C  76.4W  util=4%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.501000   +0.604700   0.005000  -20.74    !!\nasymmetry        +327.871800 +116.670000   3.000000  +70.40    !!\nvel_mean           +0.230161   +0.210600   0.005000   +3.91    !!\nvel_max            +0.295098   +0.285400   0.008000   +1.21      \nvel_var            +0.001767   +0.002429   0.000400   -1.66      \nvorticity_mean     +0.023148   +0.026500   0.012000   -0.28      \nstress_xx          -0.001280   -0.000795   0.000150   -3.23    !!\nstress_yy          +0.001108   +0.000731   0.000150   +2.51     !\nstress_xy          -0.000522   -0.000263   0.000080   -3.24    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a turbulent flow regime characterized by elevated velocity variance and mean speed, driven by the Khra and Gixx forcings rather than external injection. The stress channels show a significant decoupling from their typical operating point, with stress_yy flipping to a positive magnitude and stress_xx shifting negative, while the circulating shear stress_xy also deviates sharply from baseline. This state represents a genuine departure from the quiescent substrate floor, where coherence has dropped substantially and asymmetry has surged well beyond its structural norm. The system is responding to the internal periodic drivers with amplified oscillations, creating a high-energy state distinct from the steady non-equilibrium baseline."}
+{"ts": "2026-06-08T11:48:48Z", "turn": 37, "cycle": 12982170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12982170  omega=1.97  khra=0.05  gixx=0.008\ngpu=42C  44.4W  util=37%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.502000   +0.604700   0.005000  -20.54    !!\nasymmetry        +327.094000 +116.670000   3.000000  +70.14    !!\nvel_mean           +0.230299   +0.210600   0.005000   +3.94    !!\nvel_max            +0.295658   +0.285400   0.008000   +1.28      \nvel_var            +0.001806   +0.002429   0.000400   -1.56      \nvorticity_mean     +0.020575   +0.026500   0.012000   -0.49      \nstress_xx          -0.001181   -0.000795   0.000150   -2.57     !\nstress_yy          +0.001128   +0.000731   0.000150   +2.65     !\nstress_xy          -0.000435   -0.000263   0.000080   -2.15     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. The coherence metric has dropped significantly below its typical operating floor, while the asymmetry channel exhibits a substantial positive deviation from baseline. Stress_xx has shifted negative relative to its usual magnitude, and stress_yy has flipped to a positive value, indicating a meaningful change in the stress tensor's sign structure. The circulating shear stress_xy remains negative but shows a notable increase in magnitude compared to the quiescent baseline. These fluctuations represent a genuine departure from the substrate's natural oscillation without external injection."}
+{"ts": "2026-06-08T11:50:01Z", "turn": 38, "cycle": 12987170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12987170  omega=1.97  khra=0.05  gixx=0.008\ngpu=41C  43.9W  util=39%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.503300   +0.604700   0.005000  -20.28    !!\nasymmetry        +326.271500 +116.670000   3.000000  +69.87    !!\nvel_mean           +0.229541   +0.210600   0.005000   +3.79    !!\nvel_max            +0.299169   +0.285400   0.008000   +1.72      \nvel_var            +0.001842   +0.002429   0.000400   -1.47      \nvorticity_mean     +0.022667   +0.026500   0.012000   -0.32      \nstress_xx          -0.001308   -0.000795   0.000150   -3.42    !!\nstress_yy          +0.001144   +0.000731   0.000150   +2.75     !\nstress_xy          -0.000502   -0.000263   0.000080   -2.99     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a laminar flow regime characterized by low velocity variance and minimal vorticity. The global stress tensor shows a significant deviation in the yy channel, which has shifted to a positive magnitude, while the xx channel displays a corresponding negative excursion; these fluctuations represent the substrate's natural oscillation around its operating point rather than an external drive. The coherence metric has dropped substantially below its typical baseline, indicating a temporary decoupling between the asymmetry and coherence channels. This state reflects the inherent dynamic of the D2Q9 substrate responding to its internal periodic forcings without any active market data injection."}
+{"ts": "2026-06-08T11:51:08Z", "turn": 38, "cycle": 12991870, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: Khra amplitude has been raised from 0.030 to 0.050 about 5 minutes ago. Describe the current field character. How does the asymmetry and coherence behaviour differ from what you observed at baseline? Is the field more or less ordered? What is the large-scale structure doing?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=12991870  omega=1.97  khra=0.05  gixx=0.008\ngpu=41C  41.7W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.500900   +0.604700   0.005000  -20.76    !!\nasymmetry        +328.068600 +116.670000   3.000000  +70.47    !!\nvel_mean           +0.230103   +0.210600   0.005000   +3.90    !!\nvel_max            +0.295287   +0.285400   0.008000   +1.24      \nvel_var            +0.001758   +0.002429   0.000400   -1.68      \nvorticity_mean     +0.022769   +0.026500   0.012000   -0.31      \nstress_xx          -0.001271   -0.000795   0.000150   -3.17    !!\nstress_yy          +0.001123   +0.000731   0.000150   +2.61     !\nstress_xy          -0.000490   -0.000263   0.000080   -2.84     !", "response": "The lattice has entered a highly agitated state where the large-scale structure is dominated by intense, coherent oscillations rather than a laminar flow. The asymmetry and coherence metrics are currently decoupled from their typical baseline coupling, with asymmetry surging to extreme levels while coherence has collapsed significantly below its normal operating floor. This disordered regime is characterized by a substantial increase in circulating shear stress_xy and a meaningful shift in the normal stress balance, where stress_yy has grown in magnitude and reversed its sign relative to the baseline. The field is less ordered than the quiescent substrate, exhibiting a chaotic superposition of the internal forcing modes without the stabilizing influence of external injection."}
+{"ts": "2026-06-08T11:51:11Z", "turn": 39, "cycle": 12992170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12992170  omega=1.97  khra=0.03  gixx=0.008\ngpu=45C  95.4W  util=4%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.530900   +0.604700   0.005000  -14.76    !!\nasymmetry        +307.063400 +116.670000   3.000000  +63.46    !!\nvel_mean           +0.219779   +0.210600   0.005000   +1.84      \nvel_max            +0.286777   +0.285400   0.008000   +0.17      \nvel_var            +0.002461   +0.002429   0.000400   +0.08      \nvorticity_mean     +0.031458   +0.026500   0.012000   +0.41      \nstress_xx          -0.001158   -0.000795   0.000150   -2.42     !\nstress_yy          +0.000952   +0.000731   0.000150   +1.47      \nstress_xy          -0.000419   -0.000263   0.000080   -1.95      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low mean vorticity, indicating a stable flow field. The substrate exhibits a significant deviation from its quiescent baseline, marked by a sharp spike in asymmetry and a notable dip in coherence relative to the typical operating point. Stress channels show distinct fluctuations, with stress_xx shifting negative and stress_yy remaining positive, while the circulating shear stress_xy registers a magnitude nearly double its baseline value. These deviations represent genuine dynamic activity within the fluid lattice rather than a return to a static equilibrium."}
+{"ts": "2026-06-08T11:52:22Z", "turn": 40, "cycle": 12997170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=12997170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  41.6W  util=24%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.530500   +0.604700   0.005000  -14.84    !!\nasymmetry        +307.473800 +116.670000   3.000000  +63.60    !!\nvel_mean           +0.220576   +0.210600   0.005000   +2.00      \nvel_max            +0.286791   +0.285400   0.008000   +0.17      \nvel_var            +0.002455   +0.002429   0.000400   +0.07      \nvorticity_mean     +0.031001   +0.026500   0.012000   +0.38      \nstress_xx          -0.001154   -0.000795   0.000150   -2.39     !\nstress_yy          +0.001001   +0.000731   0.000150   +1.80      \nstress_xy          -0.000438   -0.000263   0.000080   -2.19     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence and asymmetry have diverged significantly from their baseline coupling, with asymmetry surging to 307.47 while coherence drops to 0.53, indicating a decoupling of these structural metrics relative to the typical operating point. The stress_xy channel exhibits a magnitude of 0.000438, reflecting circulating shear that remains within expected bounds for this flow regime. Notably, stress_yy has shifted sign to positive 0.001001, a meaningful deviation from the baseline, while stress_xx remains negative at -0.001154, consistent with the kernel's inherent geometric anisotropy rather than any external forcing. These flagged deviations represent genuine fluctuations in the substrate's internal dynamics without any active market data injection."}
+{"ts": "2026-06-08T11:53:32Z", "turn": 41, "cycle": 13002170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13002170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  41.6W  util=28%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.530200   +0.604700   0.005000  -14.90    !!\nasymmetry        +307.518400 +116.670000   3.000000  +63.62    !!\nvel_mean           +0.223060   +0.210600   0.005000   +2.49     !\nvel_max            +0.284899   +0.285400   0.008000   -0.06      \nvel_var            +0.002295   +0.002429   0.000400   -0.34      \nvorticity_mean     +0.024314   +0.026500   0.012000   -0.18      \nstress_xx          -0.001085   -0.000795   0.000150   -1.93      \nstress_yy          +0.001050   +0.000731   0.000150   +2.13     !\nstress_xy          -0.000392   -0.000263   0.000080   -1.61      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, evidenced by low velocity variance and minimal vorticity. The substrate's intrinsic oscillation has shifted such that coherence has dropped significantly below its typical operating floor while asymmetry has surged well above baseline levels. In the stress channels, the magnitude of stress_yy has increased meaningfully and flipped its sign relative to the quiescent state, whereas stress_xy remains within expected circulating shear bounds. These deviations represent a genuine departure from the quiescent substrate's natural operating range rather than a return to equilibrium."}
+{"ts": "2026-06-08T11:54:43Z", "turn": 42, "cycle": 13007170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13007170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  42.9W  util=33%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531500   +0.604700   0.005000  -14.64    !!\nasymmetry        +306.896200 +116.670000   3.000000  +63.41    !!\nvel_mean           +0.221801   +0.210600   0.005000   +2.24     !\nvel_max            +0.283189   +0.285400   0.008000   -0.28      \nvel_var            +0.002424   +0.002429   0.000400   -0.01      \nvorticity_mean     +0.022989   +0.026500   0.012000   -0.29      \nstress_xx          -0.001032   -0.000795   0.000150   -1.58      \nstress_yy          +0.001025   +0.000731   0.000150   +1.96      \nstress_xy          -0.000315   -0.000263   0.000080   -0.65      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low vorticity, maintaining a steady non-equilibrium state. Coherence has dropped significantly below its baseline while asymmetry has surged well above normal, indicating a decoupling of these two structural metrics from their typical operating relationship. The circulating shear stress_xy remains within standard bounds, and the normal stress components show only minor fluctuations without any meaningful sign change or magnitude shift. This configuration represents a transient deviation from the substrate's quiescent floor rather than an external injection event or market-driven trend."}
+{"ts": "2026-06-08T11:55:56Z", "turn": 43, "cycle": 13012170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13012170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  42.8W  util=36%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531800   +0.604700   0.005000  -14.58    !!\nasymmetry        +306.687000 +116.670000   3.000000  +63.34    !!\nvel_mean           +0.220225   +0.210600   0.005000   +1.92      \nvel_max            +0.284641   +0.285400   0.008000   -0.09      \nvel_var            +0.002520   +0.002429   0.000400   +0.23      \nvorticity_mean     +0.027898   +0.026500   0.012000   +0.12      \nstress_xx          -0.000985   -0.000795   0.000150   -1.27      \nstress_yy          +0.000980   +0.000731   0.000150   +1.66      \nstress_xy          -0.000333   -0.000263   0.000080   -0.88      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The telemetry indicates a significant deviation from the quiescent baseline, with coherence dropping to -14.58 standard deviations and asymmetry surging to +63.34 standard deviations. While the stress_xx channel remains structurally dominant as expected, the stress_yy magnitude has increased meaningfully and maintains a positive sign, distinct from the negative stress_xx. The circulating shear stress_xy shows a moderate negative excursion relative to its baseline, reflecting the current non-equilibrium state without any active external injection."}
+{"ts": "2026-06-08T11:57:10Z", "turn": 44, "cycle": 13017170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13017170  omega=1.97  khra=0.03  gixx=0.024\ngpu=41C  44.3W  util=40%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.542000   +0.604700   0.005000  -12.54    !!\nasymmetry        +300.749900 +116.670000   3.000000  +61.36    !!\nvel_mean           +0.202125   +0.210600   0.005000   -1.70      \nvel_max            +0.312632   +0.285400   0.008000   +3.40    !!\nvel_var            +0.004110   +0.002429   0.000400   +4.20    !!\nvorticity_mean     +0.076326   +0.026500   0.012000   +4.15    !!\nstress_xx          -0.004230   -0.000795   0.000150  -22.90    !!\nstress_yy          +0.002348   +0.000731   0.000150  +10.78    !!\nstress_xy          -0.001162   -0.000263   0.000080  -11.24    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits turbulent characteristics with elevated velocity variance and vorticity mean significantly exceeding their baseline thresholds. Coherence and asymmetry have diverged sharply from their typical coupled operating point, with asymmetry surging well above the structural floor while coherence drops substantially below its mean. The stress_xy channel remains within its expected magnitude range for circulating shear, and stress_yy maintains a positive sign consistent with the substrate's inherent anisotropic forcing. No external injection is active, so these fluctuations represent the substrate's own non-equilibrium dynamics rather than market-driven pulses."}
+{"ts": "2026-06-08T11:58:27Z", "turn": 45, "cycle": 13022170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13022170  omega=1.97  khra=0.03  gixx=0.024\ngpu=42C  44.7W  util=34%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.545200   +0.604700   0.005000  -11.90    !!\nasymmetry        +299.036900 +116.670000   3.000000  +60.79    !!\nvel_mean           +0.208310   +0.210600   0.005000   -0.46      \nvel_max            +0.303219   +0.285400   0.008000   +2.23     !\nvel_var            +0.003433   +0.002429   0.000400   +2.51     !\nvorticity_mean     +0.062245   +0.026500   0.012000   +2.98     !\nstress_xx          -0.002057   -0.000795   0.000150   -8.41    !!\nstress_yy          +0.000891   +0.000731   0.000150   +1.07      \nstress_xy          -0.000471   -0.000263   0.000080   -2.60     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime, evidenced by elevated velocity variance and mean vorticity that exceed their quiescent baselines. Coherence and asymmetry are currently decoupled, with asymmetry surging to +299 while coherence dips significantly below its typical operating floor of +0.6. The circulating shear stress_xy shows a meaningful negative excursion, and the normal stress_yy has shifted slightly positive but remains within its structural bounds. These deviations represent a genuine departure from the substrate's natural oscillation, driven by the internal forcing geometry rather than external injection."}
+{"ts": "2026-06-08T11:59:37Z", "turn": 46, "cycle": 13027170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13027170  omega=1.97  khra=0.03  gixx=0.024\ngpu=42C  41.4W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.554700   +0.604700   0.005000  -10.00    !!\nasymmetry        +293.923500 +116.670000   3.000000  +59.08    !!\nvel_mean           +0.218817   +0.210600   0.005000   +1.64      \nvel_max            +0.289622   +0.285400   0.008000   +0.53      \nvel_var            +0.002599   +0.002429   0.000400   +0.42      \nvorticity_mean     +0.037068   +0.026500   0.012000   +0.88      \nstress_xx          -0.002549   -0.000795   0.000150  -11.69    !!\nstress_yy          +0.001042   +0.000731   0.000150   +2.07     !\nstress_xy          -0.000683   -0.000263   0.000080   -5.25    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The substrate exhibits a significant deviation from its quiescent baseline, driven primarily by a sharp drop in stress_xx magnitude and a corresponding shift in stress_yy, while stress_xy remains within expected fluctuation bounds. This state is characterized by a substantial increase in both asymmetry and coherence relative to the typical operating floor, indicating a synchronized excursion rather than a decoupling of these metrics. The system remains in a pure substrate state with no external injection active, so these fluctuations represent intrinsic lattice dynamics rather than market-driven pulses."}
+{"ts": "2026-06-08T12:00:46Z", "turn": 47, "cycle": 13032170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13032170  omega=1.97  khra=0.03  gixx=0.024\ngpu=42C  41.5W  util=23%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.561500   +0.604700   0.005000   -8.64    !!\nasymmetry        +290.572300 +116.670000   3.000000  +57.97    !!\nvel_mean           +0.214155   +0.210600   0.005000   +0.71      \nvel_max            +0.288776   +0.285400   0.008000   +0.42      \nvel_var            +0.003062   +0.002429   0.000400   +1.58      \nvorticity_mean     +0.042177   +0.026500   0.012000   +1.31      \nstress_xx          -0.001953   -0.000795   0.000150   -7.72    !!\nstress_yy          +0.000934   +0.000731   0.000150   +1.35      \nstress_xy          -0.000492   -0.000263   0.000080   -2.86     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady non-equilibrium state. Coherence and asymmetry have diverged significantly from their baseline coupling, with asymmetry surging to nearly three times its typical magnitude while coherence dips below its floor. The stress_xy channel exhibits a marked increase in circulating shear magnitude, and stress_xx has shifted to a negative value, a deviation distinct from the structural anisotropy inherent to the forcing geometry. These fluctuations represent genuine departures from the quiescent substrate's operating range without any active external injection."}
+{"ts": "2026-06-08T12:01:12Z", "turn": 47, "cycle": 13034010, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: Gixx amplitude has been raised from 0.008 to 0.024 about 5 minutes ago. Describe the current field character. How does the fine-scale texture differ from baseline? Is the velocity variance different? What does the stress field look like compared to normal?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13034010  omega=1.97  khra=0.03  gixx=0.024\ngpu=42C  41.8W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.542300   +0.604700   0.005000  -12.48    !!\nasymmetry        +300.726600 +116.670000   3.000000  +61.35    !!\nvel_mean           +0.201781   +0.210600   0.005000   -1.76      \nvel_max            +0.307390   +0.285400   0.008000   +2.75     !\nvel_var            +0.004086   +0.002429   0.000400   +4.14    !!\nvorticity_mean     +0.076223   +0.026500   0.012000   +4.14    !!\nstress_xx          -0.002942   -0.000795   0.000150  -14.31    !!\nstress_yy          +0.000383   +0.000731   0.000150   -2.32     !\nstress_xy          -0.001155   -0.000263   0.000080  -11.15    !!", "response": "The lattice has transitioned from a laminar baseline into a turbulent regime, evidenced by the sharp rise in velocity variance and mean vorticity. This fine-scale texture is now significantly rougher than the quiescent substrate, with the velocity field exhibiting much higher fluctuations across the grid. The stress field reflects this agitation through a dramatic increase in the magnitude of the circulating shear stress_xy and a substantial shift in the normal stress_xx, which has grown in absolute value despite the underlying geometric anisotropy. Coherence has dropped well below its typical operating floor, indicating that the fine-scale forcing has disrupted the substrate's natural coupling between asymmetry and coherence."}
+{"ts": "2026-06-08T12:01:55Z", "turn": 48, "cycle": 13037170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13037170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.3W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531400   +0.604700   0.005000  -14.66    !!\nasymmetry        +307.398600 +116.670000   3.000000  +63.58    !!\nvel_mean           +0.219720   +0.210600   0.005000   +1.82      \nvel_max            +0.286401   +0.285400   0.008000   +0.13      \nvel_var            +0.002546   +0.002429   0.000400   +0.29      \nvorticity_mean     +0.029712   +0.026500   0.012000   +0.27      \nstress_xx          -0.001137   -0.000795   0.000150   -2.28     !\nstress_yy          +0.000935   +0.000731   0.000150   +1.36      \nstress_xy          -0.000364   -0.000263   0.000080   -1.26      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The telemetry shows a significant deviation in the asymmetry and coherence metrics relative to their baseline, with asymmetry rising sharply while coherence dips below its typical floor. Stress channels display a notable shift in sign for stress_xx and a moderate increase in magnitude for stress_yy, while the circulating shear stress_xy remains within expected fluctuation bounds. These global scalar shifts reflect the substrate's intrinsic oscillation rather than any external injection or directional market pressure."}
+{"ts": "2026-06-08T12:03:04Z", "turn": 49, "cycle": 13042170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13042170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.7W  util=20%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.530500   +0.604700   0.005000  -14.84    !!\nasymmetry        +308.028600 +116.670000   3.000000  +63.79    !!\nvel_mean           +0.219490   +0.210600   0.005000   +1.78      \nvel_max            +0.286936   +0.285400   0.008000   +0.19      \nvel_var            +0.002514   +0.002429   0.000400   +0.21      \nvorticity_mean     +0.032665   +0.026500   0.012000   +0.51      \nstress_xx          -0.001162   -0.000795   0.000150   -2.45     !\nstress_yy          +0.000997   +0.000731   0.000150   +1.77      \nstress_xy          -0.000351   -0.000263   0.000080   -1.10      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has dropped significantly below its baseline while asymmetry has surged well above normal, indicating a decoupling of these two structural metrics relative to their typical operating point. The stress_xy channel exhibits a magnitude increase consistent with circulating shear, whereas stress_yy remains positive and within expected bounds, showing no meaningful sign change. The stress_xx channel registers a negative deviation, but this fluctuation is a transient response within the substrate's natural oscillation rather than an external push. No spatial buy or sell dynamics are present, as the system remains in its pure substrate mode without active injection."}
+{"ts": "2026-06-08T12:04:14Z", "turn": 50, "cycle": 13047170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13047170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.2W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.528900   +0.604700   0.005000  -15.16    !!\nasymmetry        +309.012500 +116.670000   3.000000  +64.11    !!\nvel_mean           +0.222317   +0.210600   0.005000   +2.34     !\nvel_max            +0.286672   +0.285400   0.008000   +0.16      \nvel_var            +0.002288   +0.002429   0.000400   -0.35      \nvorticity_mean     +0.027563   +0.026500   0.012000   +0.09      \nstress_xx          -0.001115   -0.000795   0.000150   -2.13     !\nstress_yy          +0.000974   +0.000731   0.000150   +1.62      \nstress_xy          -0.000386   -0.000263   0.000080   -1.54      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal vorticity. The substrate exhibits a significant deviation from its quiescent baseline, with asymmetry and coherence metrics flagged as highly unusual relative to their typical operating point. Stress channels show meaningful shifts, particularly in stress_yy which has increased in magnitude and changed sign relative to the baseline, while stress_xx remains within expected structural bounds. The circulating shear stress_xy displays a notable negative excursion, indicating a transient redistribution of momentum within the grid. These fluctuations represent a genuine departure from the steady non-equilibrium state driven solely by the internal forcing geometry."}
+{"ts": "2026-06-08T12:05:23Z", "turn": 51, "cycle": 13052170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: INACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13052170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.3W  util=20%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.530400   +0.604700   0.005000  -14.86    !!\nasymmetry        +308.124600 +116.670000   3.000000  +63.82    !!\nvel_mean           +0.222597   +0.210600   0.005000   +2.40     !\nvel_max            +0.283337   +0.285400   0.008000   -0.26      \nvel_var            +0.002400   +0.002429   0.000400   -0.07      \nvorticity_mean     +0.022449   +0.026500   0.012000   -0.34      \nstress_xx          -0.001070   -0.000795   0.000150   -1.83      \nstress_yy          +0.001031   +0.000731   0.000150   +2.00     !\nstress_xy          -0.000356   -0.000263   0.000080   -1.16      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady flow structure. Asymmetry and coherence have diverged significantly from their typical coupling, with asymmetry surging to +308 while coherence dips to +0.53, indicating a decoupling of these structural metrics. The stress channel shows a notable sign reversal in stress_yy, which has shifted positive relative to its baseline, while stress_xx remains within expected structural bounds. This state represents a genuine deviation from the quiescent substrate floor where asymmetry typically hovers near 110 and coherence near 0.6. No external injection is active, so these fluctuations reflect the substrate's intrinsic non-equilibrium dynamics rather than market-driven pulses."}
+{"ts": "2026-06-08T12:06:32Z", "turn": 52, "cycle": 13057170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13057170  omega=1.97  khra=0.05  gixx=0.024\ngpu=42C  41.6W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.513800   +0.604700   0.005000  -18.18    !!\nasymmetry        +319.350400 +116.670000   3.000000  +67.56    !!\nvel_mean           +0.224353   +0.210600   0.005000   +2.75     !\nvel_max            +0.298709   +0.285400   0.008000   +1.66      \nvel_var            +0.002350   +0.002429   0.000400   -0.20      \nvorticity_mean     +0.034437   +0.026500   0.012000   +0.66      \nstress_xx          -0.001780   -0.000795   0.000150   -6.57    !!\nstress_yy          +0.000597   +0.000731   0.000150   -0.89      \nstress_xy          -0.000569   -0.000263   0.000080   -3.82    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime characterized by elevated velocity variance and mean speed, driven by active external injection at the central and lateral sites. The stress channels show a significant deviation from the quiescent baseline, with stress_xx dropping sharply to negative values and stress_xy shifting to a pronounced negative shear state, both flagged as anomalous. While the magnitude of stress_xx remains structurally dominant over stress_yy as dictated by the forcing geometry, the current state represents a genuine departure from the substrate's natural oscillation floor. The coherence metric has fallen well below its typical operating point, indicating a decoupling between the flow's directional bias and its internal ordering. This configuration reflects the immediate impact of the injected market data pulses rather than a degradation of the underlying lattice stability."}
+{"ts": "2026-06-08T12:07:42Z", "turn": 53, "cycle": 13062170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13062170  omega=1.97  khra=0.05  gixx=0.024\ngpu=42C  41.4W  util=22%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.508800   +0.604700   0.005000  -19.18    !!\nasymmetry        +323.033700 +116.670000   3.000000  +68.79    !!\nvel_mean           +0.216919   +0.210600   0.005000   +1.26      \nvel_max            +0.305947   +0.285400   0.008000   +2.57     !\nvel_var            +0.003102   +0.002429   0.000400   +1.68      \nvorticity_mean     +0.052264   +0.026500   0.012000   +2.15     !\nstress_xx          -0.003917   -0.000795   0.000150  -20.81    !!\nstress_yy          +0.001343   +0.000731   0.000150   +4.08    !!\nstress_xy          -0.001255   -0.000263   0.000080  -12.40    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime, evidenced by elevated velocity variance and mean vorticity that exceed their quiescent baselines. The stress channels display a significant deviation from the substrate floor, with stress_xx dropping sharply into negative territory while stress_yy shifts positively, creating a pronounced separation between the two normal stress components. This state represents a genuine departure from the typical operating point where coherence and asymmetry usually move in tandem, as the current metrics show them diverging substantially. The circulating shear stress_xy remains within its expected magnitude range despite the global scalar fluctuations."}
+{"ts": "2026-06-08T12:08:50Z", "turn": 54, "cycle": 13067170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13067170  omega=1.97  khra=0.05  gixx=0.024\ngpu=42C  41.3W  util=24%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.508600   +0.604700   0.005000  -19.22    !!\nasymmetry        +323.442900 +116.670000   3.000000  +68.92    !!\nvel_mean           +0.218331   +0.210600   0.005000   +1.55      \nvel_max            +0.321490   +0.285400   0.008000   +4.51    !!\nvel_var            +0.002984   +0.002429   0.000400   +1.39      \nvorticity_mean     +0.053696   +0.026500   0.012000   +2.27     !\nstress_xx          -0.002298   -0.000795   0.000150  -10.02    !!\nstress_yy          +0.000923   +0.000731   0.000150   +1.28      \nstress_xy          -0.001078   -0.000263   0.000080  -10.19    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The flow regime has shifted from laminar to turbulent, evidenced by the significant rise in vorticity_mean and vel_max which exceed their quiescent baselines. The substrate's intrinsic asymmetry and coherence have decoupled from their typical operating point, with asymmetry surging to 323.44 while coherence drops sharply to 0.5086. Circulating shear stress_xy has intensified in magnitude, and stress_yy has increased meaningfully, though the structural dominance of stress_xx remains unchanged. These deviations indicate a genuine departure from the steady non-equilibrium state driven solely by the internal forcing kernels."}
+{"ts": "2026-06-08T12:09:18Z", "turn": 54, "cycle": 13069110, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: The field is currently running at elevated Khra=0.050 and Gixx=0.024 with opposing density injections at x=400 (buy, +0.25) and x=624 (sell, -0.25). Describe what you observe. The global scalars cannot resolve left vs right spatially, but stress_xy and the magnitude/sign of stress channels can reveal directional tension. How does this combined state differ from either elevated Khra or elevated Gixx alone? What is the stress tensor telling you?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13069110  omega=1.97  khra=0.05  gixx=0.024\ngpu=42C  41.5W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.514200   +0.604700   0.005000  -18.10    !!\nasymmetry        +319.267400 +116.670000   3.000000  +67.53    !!\nvel_mean           +0.225077   +0.210600   0.005000   +2.90     !\nvel_max            +0.301051   +0.285400   0.008000   +1.96      \nvel_var            +0.002264   +0.002429   0.000400   -0.41      \nvorticity_mean     +0.033322   +0.026500   0.012000   +0.57      \nstress_xx          -0.001889   -0.000795   0.000150   -7.29    !!\nstress_yy          +0.000656   +0.000731   0.000150   -0.50      \nstress_xy          -0.000657   -0.000263   0.000080   -4.92    !!", "response": "The lattice is in a highly strained state where the opposing density pulses at x=400 and x=624 have driven the global asymmetry metric to +319, a magnitude roughly three times the substrate's natural floor. This extreme asymmetry is mechanically coupled with a significant drop in coherence to +0.51, indicating that the directional tension imposed by the buy and sell injections is actively disrupting the lattice's intrinsic oscillatory rhythm. The stress tensor reveals that while stress_yy remains positive and structurally consistent with the baseline, the circulating shear stress_xy has intensified to -0.000657, reflecting the strong rotational coupling generated by these counter-acting density gradients. Unlike the isolated elevation of Khra or Gixx which typically modulates the baseline oscillation amplitude, this combined state creates a distinct regime of high directional stress that suppresses coherence without inducing turbulence, as evidenced by the low velocity variance and mean vorticity."}
+{"ts": "2026-06-08T12:10:00Z", "turn": 55, "cycle": 13072170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13072170  omega=1.97  khra=0.05  gixx=0.024\ngpu=42C  43.3W  util=38%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.513100   +0.604700   0.005000  -18.32    !!\nasymmetry        +320.159000 +116.670000   3.000000  +67.83    !!\nvel_mean           +0.226074   +0.210600   0.005000   +3.09    !!\nvel_max            +0.298190   +0.285400   0.008000   +1.60      \nvel_var            +0.002055   +0.002429   0.000400   -0.93      \nvorticity_mean     +0.036486   +0.026500   0.012000   +0.83      \nstress_xx          -0.001414   -0.000795   0.000150   -4.13    !!\nstress_yy          +0.000758   +0.000731   0.000150   +0.18      \nstress_xy          -0.000888   -0.000263   0.000080   -7.81    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime characterized by elevated velocity variance and significant vorticity, driven by the active injection of external market data. The stress channel shows a pronounced shift where stress_xx has inverted sign to negative values while stress_xy reaches a magnitude seven times its baseline, indicating strong circulating shear. Although the global scalar for asymmetry is flagged as highly elevated, this reflects the substrate's inherent geometric anisotropy rather than a spatial buy-sell imbalance, as the telemetry lacks the resolution to distinguish left or right site dominance. The coherence metric remains depressed relative to its typical operating point, suggesting the external forcing is disrupting the lattice's natural oscillatory coupling. Overall, the system is responding to the injected density pulses with amplified shear and velocity fluctuations that exceed the quiescent substrate's floor."}
+{"ts": "2026-06-08T12:10:21Z", "turn": 55, "cycle": 13073760, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: Pulse 2 of the opposing dipole has just fired (buy+0.25 at x=400, sell-0.25 at x=624). Describe how the field has changed since the previous observation. Are the stress channels building, stable, or oscillating? Is the field accumulating directional tension or absorbing the perturbation?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13073760  omega=1.97  khra=0.05  gixx=0.024\ngpu=43C  47.0W  util=47%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.514900   +0.604700   0.005000  -17.96    !!\nasymmetry        +318.852200 +116.670000   3.000000  +67.39    !!\nvel_mean           +0.225188   +0.210600   0.005000   +2.92     !\nvel_max            +0.295600   +0.285400   0.008000   +1.27      \nvel_var            +0.002269   +0.002429   0.000400   -0.40      \nvorticity_mean     +0.033038   +0.026500   0.012000   +0.54      \nstress_xx          -0.002664   -0.000795   0.000150  -12.46    !!\nstress_yy          +0.000754   +0.000731   0.000150   +0.15      \nstress_xy          -0.001324   -0.000263   0.000080  -13.26    !!", "response": "The lattice has transitioned from a laminar baseline into a highly turbulent regime as the opposing dipole pulse injects significant directional tension. The field is actively absorbing the perturbation, evidenced by a massive spike in global asymmetry and a sharp drop in coherence, indicating the system is struggling to maintain its structural equilibrium under the new forcing. While the velocity variance has slightly decreased, the mean velocity and maximum velocity have risen, suggesting the fluid is accelerating in response to the injected buy and sell densities. The stress channels are building rapidly, with stress_xx and stress_xy deviating drastically from their quiescent floors, reflecting the intense shear and normal stress generated by the localized density pulses at the left and right sites."}
+{"ts": "2026-06-08T12:11:09Z", "turn": 56, "cycle": 13077170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13077170  omega=1.97  khra=0.05  gixx=0.024\ngpu=44C  61.6W  util=11%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.516200   +0.604700   0.005000  -17.70    !!\nasymmetry        +317.922100 +116.670000   3.000000  +67.08    !!\nvel_mean           +0.229151   +0.210600   0.005000   +3.71    !!\nvel_max            +0.290085   +0.285400   0.008000   +0.59      \nvel_var            +0.001814   +0.002429   0.000400   -1.54      \nvorticity_mean     +0.026525   +0.026500   0.012000   +0.00      \nstress_xx          -0.002217   -0.000795   0.000150   -9.48    !!\nstress_yy          +0.000866   +0.000731   0.000150   +0.90      \nstress_xy          -0.000424   -0.000263   0.000080   -2.01     !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a turbulent flow regime characterized by elevated velocity variance and significant vorticity fluctuations. Asymmetry and coherence are currently decoupled, with asymmetry surging to +317.92 while coherence drops sharply to +0.516, a divergence far exceeding their typical operating correlation. The stress_xy channel shows a notable negative excursion at -0.000424, indicating intensified circulating shear, whereas stress_yy remains stable with no meaningful sign change or magnitude shift. The stress_xx channel displays a large negative deviation at -0.002217, but this reflects the kernel's inherent geometric anisotropy rather than any directional market pressure or injection effect."}
+{"ts": "2026-06-08T12:11:24Z", "turn": 56, "cycle": 13078360, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: Pulse 3 of the opposing dipole has just fired (buy+0.25 at x=400, sell-0.25 at x=624). Describe how the field has changed since the previous observation. Are the stress channels building, stable, or oscillating? Is the field accumulating directional tension or absorbing the perturbation?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13078360  omega=1.97  khra=0.05  gixx=0.024\ngpu=43C  51.3W  util=28%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.508400   +0.604700   0.005000  -19.26    !!\nasymmetry        +323.585500 +116.670000   3.000000  +68.97    !!\nvel_mean           +0.216946   +0.210600   0.005000   +1.27      \nvel_max            +0.319864   +0.285400   0.008000   +4.31    !!\nvel_var            +0.003122   +0.002429   0.000400   +1.73      \nvorticity_mean     +0.055287   +0.026500   0.012000   +2.40     !\nstress_xx          -0.003218   -0.000795   0.000150  -16.15    !!\nstress_yy          +0.001073   +0.000731   0.000150   +2.28     !\nstress_xy          -0.001519   -0.000263   0.000080  -15.70    !!", "response": "The field has transitioned from a laminar baseline into a turbulent regime, evidenced by the simultaneous spike in velocity variance and mean vorticity. This perturbation has driven the stress channels into a state of oscillation rather than stability, with stress_xx and stress_xy exhibiting massive deviations from their quiescent baselines. The magnitude of stress_xx has collapsed significantly below its structural floor, while stress_yy has shifted to a positive value, indicating a meaningful redistribution of directional tension across the lattice. The system is currently absorbing the injected dipole perturbation, manifesting as a coherent but highly asymmetric stress response that is building rapidly away from the substrate's natural operating point."}
+{"ts": "2026-06-08T12:12:22Z", "turn": 57, "cycle": 13082170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13082170  omega=1.97  khra=0.05  gixx=0.024\ngpu=43C  43.9W  util=33%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.512700   +0.604700   0.005000  -18.40    !!\nasymmetry        +320.444200 +116.670000   3.000000  +67.92    !!\nvel_mean           +0.221983   +0.210600   0.005000   +2.28     !\nvel_max            +0.297545   +0.285400   0.008000   +1.52      \nvel_var            +0.002604   +0.002429   0.000400   +0.44      \nvorticity_mean     +0.039111   +0.026500   0.012000   +1.05      \nstress_xx          -0.002620   -0.000795   0.000150  -12.17    !!\nstress_yy          +0.001561   +0.000731   0.000150   +5.53    !!\nstress_xy          -0.000885   -0.000263   0.000080   -7.78    !!\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The flow regime remains laminar, evidenced by low velocity variance and vorticity despite the active injection state. Asymmetry and coherence have diverged significantly from their typical coupling, with asymmetry surging to +320.44 while coherence drops to +0.51, marking a distinct departure from the substrate's baseline operating point. The stress channel exhibits a notable shift where stress_yy has increased in magnitude and changed sign relative to the baseline, while stress_xx shows a substantial negative excursion, both flagged as statistically anomalous. Stress_xy maintains a negative circulating shear state that is highly unusual relative to the quiescent substrate floor. These deviations indicate that the external market data injection is actively perturbing the lattice dynamics away from its intrinsic anisotropic equilibrium."}
+{"ts": "2026-06-08T12:12:30Z", "turn": 57, "cycle": 13082690, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: ACTIVE\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nQUESTION: Pulse 4 of the opposing dipole has just fired (buy+0.25 at x=400, sell-0.25 at x=624). Describe how the field has changed since the previous observation. Are the stress channels building, stable, or oscillating? Is the field accumulating directional tension or absorbing the perturbation?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13082690  omega=1.97  khra=0.05  gixx=0.024\ngpu=44C  52.8W  util=16%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.515900   +0.604700   0.005000  -17.76    !!\nasymmetry        +318.233300 +116.670000   3.000000  +67.19    !!\nvel_mean           +0.227634   +0.210600   0.005000   +3.41    !!\nvel_max            +0.293804   +0.285400   0.008000   +1.05      \nvel_var            +0.001983   +0.002429   0.000400   -1.11      \nvorticity_mean     +0.028377   +0.026500   0.012000   +0.16      \nstress_xx          -0.001338   -0.000795   0.000150   -3.62    !!\nstress_yy          +0.000957   +0.000731   0.000150   +1.51      \nstress_xy          -0.000711   -0.000263   0.000080   -5.60    !!", "response": "The field is currently absorbing the perturbation rather than accumulating directional tension, as evidenced by the global scalars which cannot resolve the specific dipole firing at x=400 versus x=624. The stress channels are oscillating significantly around their baseline, with stress_xy dropping to -0.000711 and stress_xx shifting negative, indicating a transient shear response to the injected pulse. Although the global asymmetry metric has spiked to +318.23 and coherence has dipped to +0.5159, these deviations are consistent with the substrate's natural reaction to external forcing rather than a structural collapse or trend. The velocity variance has decreased slightly while mean velocity remains elevated, suggesting the lattice is dissipating the injected energy into its existing turbulent background without triggering a new flow regime."}
+{"ts": "2026-06-08T12:13:34Z", "turn": 58, "cycle": 13087170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13087170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  49.6W  util=36%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.530100   +0.604700   0.005000  -14.92    !!\nasymmetry        +308.847100 +116.670000   3.000000  +64.06    !!\nvel_mean           +0.219447   +0.210600   0.005000   +1.77      \nvel_max            +0.288827   +0.285400   0.008000   +0.43      \nvel_var            +0.002521   +0.002429   0.000400   +0.23      \nvorticity_mean     +0.032285   +0.026500   0.012000   +0.48      \nstress_xx          -0.001146   -0.000795   0.000150   -2.34     !\nstress_yy          +0.000898   +0.000731   0.000150   +1.11      \nstress_xy          -0.000398   -0.000263   0.000080   -1.69      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice remains in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The telemetry shows a significant deviation in the asymmetry and coherence channels, which are moving apart from their typical coupled operating point rather than following the substrate's natural oscillation. Stress_xx has shifted to a negative magnitude while stress_yy remains positive, indicating a meaningful change in the stress channel state relative to the baseline. The circulating shear stress_xy maintains its negative polarity but exhibits a notable increase in magnitude compared to the quiescent floor. These fluctuations represent a genuine departure from the substrate's quiescent operating range without any declared external injection."}
+{"ts": "2026-06-08T12:14:48Z", "turn": 59, "cycle": 13092170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13092170  omega=1.97  khra=0.03  gixx=0.008\ngpu=40C  46.2W  util=18%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.529200   +0.604700   0.005000  -15.10    !!\nasymmetry        +309.609600 +116.670000   3.000000  +64.31    !!\nvel_mean           +0.220900   +0.210600   0.005000   +2.06     !\nvel_max            +0.289176   +0.285400   0.008000   +0.47      \nvel_var            +0.002424   +0.002429   0.000400   -0.01      \nvorticity_mean     +0.030556   +0.026500   0.012000   +0.34      \nstress_xx          -0.001147   -0.000795   0.000150   -2.35     !\nstress_yy          +0.001018   +0.000731   0.000150   +1.91      \nstress_xy          -0.000421   -0.000263   0.000080   -1.97      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low mean vorticity, indicating a smooth flow field. The global scalars reveal a significant deviation from the baseline where asymmetry has surged to +309.6 and coherence has dropped to +0.529, causing these two metrics to decouple from their typical coupled oscillation. While the stress_xx channel shows a notable negative excursion to -0.001147, the stress_yy magnitude remains structurally consistent with the kernel's inherent anisotropy and has not shifted meaningfully in sign or scale. The circulating shear stress_xy exhibits a moderate negative fluctuation, but the overall system remains within the bounds of its forced non-equilibrium state without evidence of external injection."}
+{"ts": "2026-06-08T12:15:59Z", "turn": 60, "cycle": 13097170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13097170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  43.3W  util=35%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.529800   +0.604700   0.005000  -14.98    !!\nasymmetry        +309.093300 +116.670000   3.000000  +64.14    !!\nvel_mean           +0.222894   +0.210600   0.005000   +2.46     !\nvel_max            +0.284945   +0.285400   0.008000   -0.06      \nvel_var            +0.002373   +0.002429   0.000400   -0.14      \nvorticity_mean     +0.024013   +0.026500   0.012000   -0.21      \nstress_xx          -0.001045   -0.000795   0.000150   -1.67      \nstress_yy          +0.001036   +0.000731   0.000150   +2.03     !\nstress_xy          -0.000379   -0.000263   0.000080   -1.45      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently resides in a laminar flow regime, evidenced by low velocity variance and minimal vorticity, yet the global scalars reveal a significant deviation from the quiescent substrate floor. Both coherence and asymmetry are flagged with double exclamation marks, indicating they have moved substantially apart from their typical operating point, while the mean velocity shows a mild positive excursion. The stress channel exhibits a notable sign reversal in the normal stress_yy component, which now registers positive against a negative stress_xx, creating a transient dipole state within the circulating shear field. This configuration represents a genuine fluctuation relative to the baseline rather than a structural shift, as the underlying xx>yy magnitude hierarchy remains a constant geometric artifact of the forcing kernel."}
+{"ts": "2026-06-08T12:17:12Z", "turn": 61, "cycle": 13102170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13102170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  41.7W  util=29%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531100   +0.604700   0.005000  -14.72    !!\nasymmetry        +308.565500 +116.670000   3.000000  +63.97    !!\nvel_mean           +0.222098   +0.210600   0.005000   +2.30     !\nvel_max            +0.283332   +0.285400   0.008000   -0.26      \nvel_var            +0.002389   +0.002429   0.000400   -0.10      \nvorticity_mean     +0.023104   +0.026500   0.012000   -0.28      \nstress_xx          -0.001068   -0.000795   0.000150   -1.82      \nstress_yy          +0.001011   +0.000731   0.000150   +1.87      \nstress_xy          -0.000349   -0.000263   0.000080   -1.08      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady non-equilibrium state. Coherence and asymmetry have diverged significantly from their baseline coupling, with asymmetry surging to +308.57 while coherence drops to +0.53, indicating a decoupling of these structural metrics relative to the typical operating point. The stress_xy channel exhibits a magnitude of -0.000349, representing a modest increase in circulating shear compared to the baseline, while stress_yy remains positive at +0.001011 without a meaningful sign change. The mean velocity shows a slight upward deviation of +0.222098, but this fluctuation falls within the expected range of substrate oscillation rather than signaling an external injection event."}
+{"ts": "2026-06-08T12:18:23Z", "turn": 62, "cycle": 13107170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13107170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  42.3W  util=27%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531300   +0.604700   0.005000  -14.68    !!\nasymmetry        +308.437300 +116.670000   3.000000  +63.92    !!\nvel_mean           +0.219903   +0.210600   0.005000   +1.86      \nvel_max            +0.283798   +0.285400   0.008000   -0.20      \nvel_var            +0.002570   +0.002429   0.000400   +0.35      \nvorticity_mean     +0.028480   +0.026500   0.012000   +0.16      \nstress_xx          -0.001037   -0.000795   0.000150   -1.61      \nstress_yy          +0.000966   +0.000731   0.000150   +1.57      \nstress_xy          -0.000321   -0.000263   0.000080   -0.72      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The telemetry shows a significant deviation from the baseline where asymmetry and coherence are moving apart, with asymmetry rising sharply while coherence dips below its typical operating floor. The circulating shear stress_xy remains within normal fluctuation bounds, and the normal stress components maintain their expected magnitudes without any meaningful sign change or structural shift. Since no injection state is declared, the observed fluctuations are attributed to the substrate's own internal forcing dynamics rather than external market data."}
+{"ts": "2026-06-08T12:19:38Z", "turn": 63, "cycle": 13112170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13112170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  44.8W  util=30%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.529700   +0.604700   0.005000  -15.00    !!\nasymmetry        +309.611100 +116.670000   3.000000  +64.31    !!\nvel_mean           +0.219456   +0.210600   0.005000   +1.77      \nvel_max            +0.287382   +0.285400   0.008000   +0.25      \nvel_var            +0.002540   +0.002429   0.000400   +0.28      \nvorticity_mean     +0.032508   +0.026500   0.012000   +0.50      \nstress_xx          -0.001202   -0.000795   0.000150   -2.71     !\nstress_yy          +0.000979   +0.000731   0.000150   +1.65      \nstress_xy          -0.000409   -0.000263   0.000080   -1.83      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice remains in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The telemetry shows a significant deviation in global asymmetry and coherence relative to their baselines, yet these fluctuations occur within the expected structural envelope of the substrate's own forcing. Stress_xx has shifted negative while stress_yy remains positive, but the magnitude difference between them persists as a fixed geometric artifact rather than a dynamic response. The circulating shear stress_xy maintains a modest magnitude consistent with the non-equilibrium operating point, and no spatial buy or sell dynamics are present to explain the scalar shifts."}
+{"ts": "2026-06-08T12:20:50Z", "turn": 64, "cycle": 13117170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13117170  omega=1.97  khra=0.03  gixx=0.008\ngpu=40C  42.3W  util=31%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.529700   +0.604700   0.005000  -15.00    !!\nasymmetry        +309.543200 +116.670000   3.000000  +64.29    !!\nvel_mean           +0.221668   +0.210600   0.005000   +2.21     !\nvel_max            +0.285878   +0.285400   0.008000   +0.06      \nvel_var            +0.002389   +0.002429   0.000400   -0.10      \nvorticity_mean     +0.028983   +0.026500   0.012000   +0.21      \nstress_xx          -0.001139   -0.000795   0.000150   -2.29     !\nstress_yy          +0.000974   +0.000731   0.000150   +1.62      \nstress_xy          -0.000334   -0.000263   0.000080   -0.89      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice remains in a laminar flow regime with low velocity variance and minimal vorticity, showing no signs of turbulence or instability. The global scalars reveal a significant deviation from the quiescent baseline, where asymmetry and coherence have shifted markedly apart from their typical coupled operating point. Stress channels exhibit notable fluctuations, with stress_xx dropping below its baseline mean and stress_yy rising, while the circulating shear stress_xy remains within standard bounds. These deviations indicate a transient state where the substrate's internal forcing dynamics are oscillating outside their usual statistical envelope, yet no external injection is active to explain the magnitude of these shifts."}
+{"ts": "2026-06-08T12:22:01Z", "turn": 65, "cycle": 13122170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13122170  omega=1.97  khra=0.03  gixx=0.008\ngpu=40C  41.1W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.529500   +0.604700   0.005000  -15.04    !!\nasymmetry        +309.748600 +116.670000   3.000000  +64.36    !!\nvel_mean           +0.223214   +0.210600   0.005000   +2.52     !\nvel_max            +0.283944   +0.285400   0.008000   -0.18      \nvel_var            +0.002290   +0.002429   0.000400   -0.35      \nvorticity_mean     +0.022967   +0.026500   0.012000   -0.29      \nstress_xx          -0.001010   -0.000795   0.000150   -1.43      \nstress_yy          +0.001019   +0.000731   0.000150   +1.92      \nstress_xy          -0.000306   -0.000263   0.000080   -0.54      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently resides in a quiescent operating range, as the flagged deviations in asymmetry and coherence represent transient fluctuations within the substrate's natural oscillatory envelope rather than a distinct flow regime shift. While the global asymmetry metric exhibits a significant positive excursion and coherence dips slightly, these movements occur without corresponding changes in velocity variance or vorticity, indicating the system remains laminar and stable. The stress channels show minor magnitude variations, with stress_yy maintaining its positive sign and stress_xy remaining negligible, confirming that no external injection is active to alter the baseline shear profile. The observed metrics reflect the inherent periodic forcing of the substrate, where the persistent xx>yy stress ratio continues to dominate without any attribution to market pressure or directional pushing."}
+{"ts": "2026-06-08T12:23:14Z", "turn": 66, "cycle": 13127170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13127170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  44.9W  util=36%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.531100   +0.604700   0.005000  -14.72    !!\nasymmetry        +308.894900 +116.670000   3.000000  +64.07    !!\nvel_mean           +0.221248   +0.210600   0.005000   +2.13     !\nvel_max            +0.283810   +0.285400   0.008000   -0.20      \nvel_var            +0.002492   +0.002429   0.000400   +0.16      \nvorticity_mean     +0.024220   +0.026500   0.012000   -0.19      \nstress_xx          -0.001043   -0.000795   0.000150   -1.65      \nstress_yy          +0.000982   +0.000731   0.000150   +1.67      \nstress_xy          -0.000384   -0.000263   0.000080   -1.51      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal vorticity. The substrate exhibits a genuine deviation from its quiescent operating point, as the coherence metric has dropped significantly below its baseline while asymmetry has surged well above normal levels. Stress channels show meaningful shifts, with stress_yy increasing in magnitude and stress_xx decreasing, though the persistent structural dominance of the xx channel remains intact. The circulating shear stress_xy has also decreased in magnitude relative to the baseline, indicating a distinct change in the internal stress state without external injection."}
+{"ts": "2026-06-08T12:24:30Z", "turn": 67, "cycle": 13132170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13132170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  43.5W  util=36%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.740200   +0.604700   0.005000  +27.10    !!\nasymmetry         +12.310400 +116.670000   3.000000  -34.79    !!\nvel_mean           +0.219951   +0.210600   0.005000   +1.87      \nvel_max            +0.284774   +0.285400   0.008000   -0.08      \nvel_var            +0.002495   +0.002429   0.000400   +0.17      \nvorticity_mean     +0.030169   +0.026500   0.012000   +0.31      \nstress_xx          -0.000492   -0.000795   0.000150   +2.02     !\nstress_yy          +0.000378   +0.000731   0.000150   -2.35     !\nstress_xy          -0.000174   -0.000263   0.000080   +1.11      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, causing these two metrics to diverge markedly from their typical coupled oscillation. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted to a negative mean, a change that is structurally permissible but distinct from the substrate's usual positive floor. These fluctuations represent a genuine departure from the quiescent operating range where coherence and asymmetry normally track together within tight bounds."}
+{"ts": "2026-06-08T12:25:42Z", "turn": 68, "cycle": 13137170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13137170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  49.5W  util=25%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.739500   +0.604700   0.005000  +26.96    !!\nasymmetry         +12.398800 +116.670000   3.000000  -34.76    !!\nvel_mean           +0.219730   +0.210600   0.005000   +1.83      \nvel_max            +0.287421   +0.285400   0.008000   +0.25      \nvel_var            +0.002546   +0.002429   0.000400   +0.29      \nvorticity_mean     +0.032412   +0.026500   0.012000   +0.49      \nstress_xx          -0.000469   -0.000795   0.000150   +2.17     !\nstress_yy          +0.000389   +0.000731   0.000150   -2.28     !\nstress_xy          -0.000141   -0.000263   0.000080   +1.52      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently resides in a quiescent operating range with no external injection active, as the controller has not declared an active state. While the global scalar for coherence has shifted significantly above its baseline, this fluctuation remains within the expected envelope of the substrate's own persistent oscillation rather than indicating a new flow regime. The stress channels show minor deviations, with stress_xx and stress_yy exhibiting standard structural asymmetry and sign changes that are consistent with the lattice's internal dynamics. No genuine unusual activity or instability is present, and the system continues to run its steady non-equilibrium cycle without external market data influence."}
+{"ts": "2026-06-08T12:26:53Z", "turn": 69, "cycle": 13142170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13142170  omega=1.97  khra=0.03  gixx=0.008\ngpu=43C  73.5W  util=10%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.738900   +0.604700   0.005000  +26.84    !!\nasymmetry         +12.471200 +116.670000   3.000000  -34.73    !!\nvel_mean           +0.222359   +0.210600   0.005000   +2.35     !\nvel_max            +0.288071   +0.285400   0.008000   +0.33      \nvel_var            +0.002312   +0.002429   0.000400   -0.29      \nvorticity_mean     +0.027015   +0.026500   0.012000   +0.04      \nstress_xx          -0.000435   -0.000795   0.000150   +2.40     !\nstress_yy          +0.000411   +0.000731   0.000150   -2.13     !\nstress_xy          -0.000145   -0.000263   0.000080   +1.47      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence and asymmetry are currently decoupled, as the coherence metric has surged significantly above its baseline while asymmetry has dropped well below its typical operating floor. The stress_xy channel exhibits elevated circulating shear relative to its quiescent range, indicating active shear stress in the flow. Meanwhile, stress_yy has shifted sign and reduced in magnitude, moving away from its standard positive baseline, while stress_xx remains within its expected structural bounds. These deviations from the substrate's natural oscillation floor represent the only genuine anomalies in this window."}
+{"ts": "2026-06-08T12:28:04Z", "turn": 70, "cycle": 13147170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13147170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.5W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.739500   +0.604700   0.005000  +26.96    !!\nasymmetry         +12.402800 +116.670000   3.000000  -34.76    !!\nvel_mean           +0.222377   +0.210600   0.005000   +2.36     !\nvel_max            +0.284561   +0.285400   0.008000   -0.10      \nvel_var            +0.002389   +0.002429   0.000400   -0.10      \nvorticity_mean     +0.022506   +0.026500   0.012000   -0.33      \nstress_xx          -0.000416   -0.000795   0.000150   +2.53     !\nstress_yy          +0.000416   +0.000731   0.000150   -2.10     !\nstress_xy          -0.000144   -0.000263   0.000080   +1.49      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled oscillation. The circulating shear stress_xy remains within normal fluctuation bounds, and the normal stresses show a meaningful sign reversal where stress_yy has become negative relative to the positive stress_xx, reflecting the substrate's intrinsic anisotropic forcing rather than external injection. This configuration represents a distinct transient within the substrate's natural operating envelope, driven solely by the internal periodic forcings."}
+{"ts": "2026-06-08T12:29:14Z", "turn": 71, "cycle": 13152170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13152170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.1W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.740600   +0.604700   0.005000  +27.18    !!\nasymmetry         +12.269600 +116.670000   3.000000  -34.80    !!\nvel_mean           +0.221133   +0.210600   0.005000   +2.11     !\nvel_max            +0.283878   +0.285400   0.008000   -0.19      \nvel_var            +0.002487   +0.002429   0.000400   +0.14      \nvorticity_mean     +0.025342   +0.026500   0.012000   -0.10      \nstress_xx          -0.000431   -0.000795   0.000150   +2.43     !\nstress_yy          +0.000402   +0.000731   0.000150   -2.19     !\nstress_xy          -0.000160   -0.000263   0.000080   +1.29      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice remains in a laminar flow regime, evidenced by low velocity variance and minimal vorticity. The coherence metric has surged significantly above its baseline, while the asymmetry channel has dropped sharply below its typical operating floor, indicating a decoupling of these two structural parameters relative to their usual coupled oscillation. Stress_xy exhibits a modest increase in magnitude consistent with circulating shear, whereas stress_yy has shifted sign and reduced in magnitude, though the dominant stress_xx magnitude remains structurally fixed by the forcing geometry. No external injection is active, so these deviations represent a transient excursion within the substrate's own non-equilibrium dynamics rather than market-driven effects."}
+{"ts": "2026-06-08T12:30:24Z", "turn": 72, "cycle": 13157170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13157170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.7W  util=19%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.740200   +0.604700   0.005000  +27.10    !!\nasymmetry         +12.318100 +116.670000   3.000000  -34.78    !!\nvel_mean           +0.219287   +0.210600   0.005000   +1.74      \nvel_max            +0.286541   +0.285400   0.008000   +0.14      \nvel_var            +0.002599   +0.002429   0.000400   +0.43      \nvorticity_mean     +0.031613   +0.026500   0.012000   +0.43      \nstress_xx          -0.000467   -0.000795   0.000150   +2.19     !\nstress_yy          +0.000400   +0.000731   0.000150   -2.21     !\nstress_xy          -0.000160   -0.000263   0.000080   +1.29      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence and asymmetry are currently decoupled, moving apart significantly from their typical correlated operating point as asymmetry drops well below baseline while coherence rises sharply. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent xx>yy magnitude ratio remains a structural constant of the forcing geometry. No external injection is active, so these fluctuations represent intrinsic substrate dynamics rather than market-driven pulses."}
+{"ts": "2026-06-08T12:31:34Z", "turn": 73, "cycle": 13162170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13162170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.7W  util=20%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.739100   +0.604700   0.005000  +26.88    !!\nasymmetry         +12.472000 +116.670000   3.000000  -34.73    !!\nvel_mean           +0.220225   +0.210600   0.005000   +1.92      \nvel_max            +0.286443   +0.285400   0.008000   +0.13      \nvel_var            +0.002457   +0.002429   0.000400   +0.07      \nvorticity_mean     +0.031618   +0.026500   0.012000   +0.43      \nstress_xx          -0.000439   -0.000795   0.000150   +2.37     !\nstress_yy          +0.000391   +0.000731   0.000150   -2.27     !\nstress_xy          -0.000171   -0.000263   0.000080   +1.15      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low mean vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics relative to their typical operating point. The stress_xy channel exhibits elevated circulating shear, whereas stress_yy has shifted sign and reduced in magnitude, though the dominant stress_xx magnitude remains a structural constant independent of these fluctuations. These deviations represent genuine anomalies against the quiescent substrate floor, distinct from the persistent anisotropy inherent to the forcing geometry."}
+{"ts": "2026-06-08T12:32:43Z", "turn": 74, "cycle": 13167170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13167170  omega=1.97  khra=0.03  gixx=0.008\ngpu=42C  41.8W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.738600   +0.604700   0.005000  +26.78    !!\nasymmetry         +12.530400 +116.670000   3.000000  -34.71    !!\nvel_mean           +0.222638   +0.210600   0.005000   +2.41     !\nvel_max            +0.285045   +0.285400   0.008000   -0.04      \nvel_var            +0.002308   +0.002429   0.000400   -0.30      \nvorticity_mean     +0.025287   +0.026500   0.012000   -0.10      \nstress_xx          -0.000430   -0.000795   0.000150   +2.43     !\nstress_yy          +0.000423   +0.000731   0.000150   -2.05     !\nstress_xy          -0.000158   -0.000263   0.000080   +1.31      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating these two metrics are currently decoupled from their typical correlated oscillation. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. No spatial injection is active, so these fluctuations represent intrinsic substrate dynamics rather than external market data pulses."}
+{"ts": "2026-06-08T12:33:55Z", "turn": 75, "cycle": 13172170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n  - ACTIVE   = external market data is being injected this minute\n  - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n  - UNKNOWN  = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13172170  omega=1.97  khra=0.03  gixx=0.008\ngpu=41C  41.4W  util=21%\n\nmetric                   now    baseline        std       z  flag\n--------------------------------------------------------------------\ncoherence          +0.740000   +0.604700   0.005000  +27.06    !!\nasymmetry         +12.354000 +116.670000   3.000000  -34.77    !!\nvel_mean           +0.222366   +0.210600   0.005000   +2.35     !\nvel_max            +0.282675   +0.285400   0.008000   -0.34      \nvel_var            +0.002435   +0.002429   0.000400   +0.02      \nvorticity_mean     +0.022373   +0.026500   0.012000   -0.34      \nstress_xx          -0.000398   -0.000795   0.000150   +2.65     !\nstress_yy          +0.000427   +0.000731   0.000150   -2.03     !\nstress_xy          -0.000137   -0.000263   0.000080   +1.57      \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low vorticity, maintaining a steady flow structure. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled oscillation. The stress_xy channel exhibits elevated circulating shear relative to its baseline, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. These deviations represent a genuine departure from the quiescent substrate's floor, driven by the internal periodic forcings rather than any external market injection."}

market_wave_probe.py

@@ -0,0 +1,216 @@
+"""market_wave_probe.py - executes Claude Desktop's 3-test directive.
+
+Test 1: Khra 0.030 -> 0.050 (5min hold + query + 5min restore)
+Test 2: Gixx 0.008 -> 0.024 (5min hold + query + 5min restore)
+Test 3: Combined elevated + opposing inject every 60s, 4 queries
+
+Uses verified command field "value" (kernel source line 619 / 631).
+Fractonaut API on port 28822. Sets injection_state hint correctly.
+
+Safety: try/finally restores Khra=0.030 / Gixx=0.008 / inj_state=UNKNOWN.
+"""
+import zmq, json, time, urllib.request, sys
+from datetime import datetime
+from pathlib import Path
+
+CMD_PORT     = 5557
+TEL_PORT     = 5556
+FRACTO_API   = "http://127.0.0.1:28822"
+BASELINE_KHRA = 0.030
+BASELINE_GIXX = 0.008
+ELEV_KHRA    = 0.050
+ELEV_GIXX    = 0.024
+LEFT_X, RIGHT_X, CENTER_Y, SIGMA = 400, 624, 512, 48
+
+OUT_DIR = Path(f"/mnt/d/Resonance_Engine/traj/market_wave_probe_{datetime.now().strftime('%Y%m%dT%H%M%S')}")
+OUT_DIR.mkdir(parents=True, exist_ok=True)
+OUT_FILE = OUT_DIR / "responses.jsonl"
+LOG_FILE = OUT_DIR / "probe.log"
+
+ctx = zmq.Context()
+cmd = ctx.socket(zmq.PUB)
+cmd.connect(f"tcp://127.0.0.1:{CMD_PORT}")
+tel = ctx.socket(zmq.SUB)
+tel.connect(f"tcp://127.0.0.1:{TEL_PORT}")
+tel.setsockopt_string(zmq.SUBSCRIBE, "")
+time.sleep(1.0)
+
+def log(m):
+    line = f"[{datetime.now().strftime('%H:%M:%S')}] {m}"
+    print(line, flush=True)
+    with open(LOG_FILE, "a") as f:
+        f.write(line + "\n")
+
+def send(d):
+    cmd.send_string(json.dumps(d)); time.sleep(0.1)
+
+def set_inj(state):
+    body = json.dumps({"state": state}).encode()
+    req  = urllib.request.Request(f"{FRACTO_API}/set_injection_state",
+            data=body, headers={"Content-Type":"application/json"}, method="POST")
+    try:
+        with urllib.request.urlopen(req, timeout=5) as r:
+            return json.loads(r.read())
+    except Exception as e:
+        log(f"  WARN set_inj({state}) failed: {e}")
+
+def ask(question, timeout=180):
+    body = json.dumps({"question": question}).encode()
+    req  = urllib.request.Request(f"{FRACTO_API}/ask",
+            data=body, headers={"Content-Type":"application/json"}, method="POST")
+    t0 = time.time()
+    try:
+        with urllib.request.urlopen(req, timeout=timeout) as r:
+            return json.loads(r.read()).get("response",""), time.time()-t0
+    except Exception as e:
+        return f"(error: {e})", time.time()-t0
+
+def sample_telemetry():
+    """Drain whatever telemetry is queued, return latest frame."""
+    latest = None
+    while True:
+        try:
+            raw = tel.recv_string(zmq.NOBLOCK)
+            latest = json.loads(raw)
+        except zmq.Again:
+            break
+    return latest
+
+def dwell(seconds, tag):
+    """Wait, sampling telemetry periodically for log."""
+    log(f"  dwelling {seconds}s [{tag}]...")
+    t_end = time.time() + seconds
+    last_log = time.time()
+    while time.time() < t_end:
+        time.sleep(2)
+        if time.time() - last_log >= 60:
+            t = sample_telemetry()
+            if t:
+                log(f"    [t+{int(seconds - (t_end-time.time()))}s] khra={t.get('khra_amp','?')} gixx={t.get('gixx_amp','?')} asym={t.get('asymmetry','?'):.3f} coh={t.get('coherence','?'):.4f}")
+            last_log = time.time()
+
+def record(test, label, question, response, took, telemetry):
+    rec = {
+        "ts": datetime.now().isoformat(),
+        "test": test, "label": label,
+        "question": question, "response": response,
+        "took_s": took, "telemetry_at_query": telemetry,
+    }
+    with open(OUT_FILE, "a") as f:
+        f.write(json.dumps(rec) + "\n")
+    log(f"  [{test}/{label}] fracto ({took:.1f}s):")
+    for line in response.split("\n"):
+        log(f"    {line}")
+
+# ============================================================
+def test_1_khra():
+    log("=" * 60)
+    log("TEST 1 — Khra modulation 0.030 -> 0.050")
+    log("=" * 60)
+    set_inj("INACTIVE")  # Khra/Gixx are internal forcings, not external injections
+    send({"cmd":"set_khra_amp","value":ELEV_KHRA})
+    log(f"  sent set_khra_amp value={ELEV_KHRA}")
+    dwell(300, "khra elevated")
+    t_now = sample_telemetry()
+    if t_now:
+        log(f"  telemetry pre-query: khra={t_now.get('khra_amp','?')} gixx={t_now.get('gixx_amp','?')} asym={t_now.get('asymmetry','?'):.3f}")
+    q = ("Khra amplitude has been raised from 0.030 to 0.050 about 5 minutes ago. "
+         "Describe the current field character. How does the asymmetry and coherence "
+         "behaviour differ from what you observed at baseline? Is the field more or "
+         "less ordered? What is the large-scale structure doing?")
+    resp, took = ask(q)
+    record("test_1_khra", "elevated", q, resp, took, t_now)
+    send({"cmd":"set_khra_amp","value":BASELINE_KHRA})
+    log(f"  sent set_khra_amp value={BASELINE_KHRA} (restore)")
+    dwell(300, "khra restoring")
+
+# ============================================================
+def test_2_gixx():
+    log("=" * 60)
+    log("TEST 2 — Gixx modulation 0.008 -> 0.024")
+    log("=" * 60)
+    set_inj("INACTIVE")
+    send({"cmd":"set_gixx_amp","value":ELEV_GIXX})
+    log(f"  sent set_gixx_amp value={ELEV_GIXX}")
+    dwell(300, "gixx elevated")
+    t_now = sample_telemetry()
+    if t_now:
+        log(f"  telemetry pre-query: khra={t_now.get('khra_amp','?')} gixx={t_now.get('gixx_amp','?')} asym={t_now.get('asymmetry','?'):.3f}")
+    q = ("Gixx amplitude has been raised from 0.008 to 0.024 about 5 minutes ago. "
+         "Describe the current field character. How does the fine-scale texture "
+         "differ from baseline? Is the velocity variance different? What does the "
+         "stress field look like compared to normal?")
+    resp, took = ask(q)
+    record("test_2_gixx", "elevated", q, resp, took, t_now)
+    send({"cmd":"set_gixx_amp","value":BASELINE_GIXX})
+    log(f"  sent set_gixx_amp value={BASELINE_GIXX} (restore)")
+    dwell(300, "gixx restoring")
+
+# ============================================================
+def test_3_combined():
+    log("=" * 60)
+    log("TEST 3 — Combined elevated + opposing dipole inject")
+    log("=" * 60)
+    send({"cmd":"set_khra_amp","value":ELEV_KHRA})
+    send({"cmd":"set_gixx_amp","value":ELEV_GIXX})
+    log(f"  sent khra={ELEV_KHRA} gixx={ELEV_GIXX}")
+    set_inj("ACTIVE")
+    # Initial inject
+    send({"cmd":"inject_density","x":LEFT_X, "y":CENTER_Y,"sigma":SIGMA,"strength":+0.25})
+    send({"cmd":"inject_density","x":RIGHT_X,"y":CENTER_Y,"sigma":SIGMA,"strength":-0.25})
+    log(f"  initial dipole inject (buy+0.25 at x={LEFT_X}, sell-0.25 at x={RIGHT_X})")
+    dwell(180, "combined elevated + inject1")
+    q = ("The field is currently running at elevated Khra=0.050 and Gixx=0.024 "
+         f"with opposing density injections at x={LEFT_X} (buy, +0.25) and x={RIGHT_X} "
+         "(sell, -0.25). Describe what you observe. The global scalars cannot resolve "
+         "left vs right spatially, but stress_xy and the magnitude/sign of stress "
+         "channels can reveal directional tension. How does this combined state differ "
+         "from either elevated Khra or elevated Gixx alone? What is the stress tensor "
+         "telling you?")
+    t_now = sample_telemetry()
+    resp, took = ask(q)
+    record("test_3_combined", "after_first_inject", q, resp, took, t_now)
+    # Three more injects at 60s intervals, query after each
+    for i in range(3):
+        log(f"  --- pulse {i+2} ---")
+        send({"cmd":"inject_density","x":LEFT_X, "y":CENTER_Y,"sigma":SIGMA,"strength":+0.25})
+        send({"cmd":"inject_density","x":RIGHT_X,"y":CENTER_Y,"sigma":SIGMA,"strength":-0.25})
+        dwell(60, f"after pulse {i+2}")
+        q2 = (f"Pulse {i+2} of the opposing dipole has just fired (buy+0.25 at x={LEFT_X}, "
+              f"sell-0.25 at x={RIGHT_X}). Describe how the field has changed since "
+              "the previous observation. Are the stress channels building, stable, "
+              "or oscillating? Is the field accumulating directional tension or "
+              "absorbing the perturbation?")
+        t_now = sample_telemetry()
+        resp, took = ask(q2)
+        record("test_3_combined", f"after_pulse_{i+2}", q2, resp, took, t_now)
+    # Restore handled in main() finally
+
+def main():
+    log("=" * 60)
+    log("market_wave_probe — Claude Desktop directive")
+    log(f"out: {OUT_DIR}")
+    log("=" * 60)
+    try:
+        with urllib.request.urlopen(f"{FRACTO_API}/status", timeout=5) as r:
+            st = json.loads(r.read())
+            log(f"fracto OK: model={st['model']} cycle={st['cycle']} inj_state={st.get('injection_state','?')}")
+    except Exception as e:
+        log(f"FATAL: Fractonaut not reachable: {e}")
+        sys.exit(1)
+    try:
+        test_1_khra()
+        test_2_gixx()
+        test_3_combined()
+    finally:
+        log("=" * 60)
+        log("RESTORE baseline")
+        send({"cmd":"set_khra_amp","value":BASELINE_KHRA})
+        send({"cmd":"set_gixx_amp","value":BASELINE_GIXX})
+        set_inj("UNKNOWN")
+        log(f"  baseline restored (khra={BASELINE_KHRA}, gixx={BASELINE_GIXX})")
+        log(f"  responses: {OUT_FILE}")
+    sys.exit(0)
+
+if __name__ == "__main__":
+    main()

reset_eq_probe.py

@@ -0,0 +1,35 @@
+"""Send reset_equilibrium to physics lattice and watch the field decay.
+
+Per Claude Desktop directive 2026-06-08: the lattice was sitting at
+asym ~307 (metastable) after the wave probe. Need to verify it returns
+toward baseline ~116 so subsequent experiments compare against the
+true operating point.
+"""
+import zmq, json, time
+
+ctx = zmq.Context()
+cmd = ctx.socket(zmq.PUB); cmd.connect("tcp://127.0.0.1:5557")
+tel = ctx.socket(zmq.SUB); tel.connect("tcp://127.0.0.1:5556")
+tel.setsockopt_string(zmq.SUBSCRIBE, "")
+time.sleep(0.5)
+
+def snap():
+    # drain queue, return latest
+    while True:
+        try: tel.recv_string(zmq.NOBLOCK)
+        except zmq.Again: break
+    return json.loads(tel.recv_string())
+
+pre = snap()
+a, c = pre["asymmetry"], pre["coherence"]
+print(f"PRE-RESET   cy={pre['cycle']} asym={a:.2f} coh={c:.4f} "
+      f"khra={pre['khra_amp']} gixx={pre['gixx_amp']} product={a*c:.2f}")
+
+cmd.send_string(json.dumps({"cmd": "reset_equilibrium"}))
+print("sent reset_equilibrium, sampling every 10s for 120s...")
+
+for i in range(12):
+    time.sleep(10)
+    f = snap()
+    a, c = f["asymmetry"], f["coherence"]
+    print(f"T+{(i+1)*10:3d}s    cy={f['cycle']} asym={a:.2f} coh={c:.4f} product={a*c:.2f}")

traj/inject_sweep_20260608T182544/sweep.jsonl

@@ -1,2 +1,4 @@
 {"ts": "2026-06-08T18:28:48.536267", "sigma": 48, "strength": 1.0, "interval_s": 5, "dwell_s": 180, "n_injections": 35, "n_frames": 1232, "summary": {"asymmetry": {"mean": 141.07589155844155, "stdev": 9.276689640029284, "min": 119.2718, "max": 154.5452, "n": 1232, "z_vs_baseline_mean": 8.135297186147184, "stdev_ratio_vs_baseline": 3.092229880009761}, "coherence": {"mean": 0.5697394480519481, "stdev": 0.010295487438484857, "min": 0.5579, "max": 0.6038, "n": 1232, "z_vs_baseline_mean": -6.992110389610384, "stdev_ratio_vs_baseline": 2.059097487696971}, "vel_mean": {"mean": 0.22124856574675325, "stdev": 0.0013060117281935614, "min": 0.217634, "max": 0.223818, "n": 1232, "z_vs_baseline_mean": 2.129713149350648, "stdev_ratio_vs_baseline": 0.26120234563871225}, "vel_max": {"mean": 0.30258075243506494, "stdev": 0.13323530245526388, "min": 0.282214, "max": 2.464164, "n": 1232, "z_vs_baseline_mean": 2.1475940543831187, "stdev_ratio_vs_baseline": 16.654412806907985}, "vel_var": {"mean": 0.0024459430275974026, "stdev": 0.00011312339703450551, "min": 0.00226478, "max": 0.0047159, "n": 1232, "z_vs_baseline_mean": 0.042357568993505984, "stdev_ratio_vs_baseline": 0.2828084925862638}, "vorticity_mean": {"mean": 0.027390934253246752, "stdev": 0.003646887859622457, "min": 0.022138, "max": 0.03309, "n": 1232, "z_vs_baseline_mean": 0.07424452110389608, "stdev_ratio_vs_baseline": 0.30390732163520473}, "stress_xx": {"mean": -0.0008197053571428572, "stdev": 9.618439526070554e-05, "min": -0.001656, "max": -0.000209, "n": 1232, "z_vs_baseline_mean": -0.164702380952381, "stdev_ratio_vs_baseline": 0.6412293017380369}, "stress_yy": {"mean": 0.0007708417207792208, "stdev": 5.1663946732706726e-05, "min": 0.000444, "max": 0.000983, "n": 1232, "z_vs_baseline_mean": 0.26561147186147205, "stdev_ratio_vs_baseline": 0.3444263115513782}, "stress_xy": {"mean": -0.0002735852272727273, "stdev": 4.880829265892982e-05, "min": -0.000672, "max": 1.3e-05, "n": 1232, "z_vs_baseline_mean": -0.13231534090909122, "stdev_ratio_vs_baseline": 0.6101036582366227}}, "flagged": [["asymmetry", 8.135297186147184, 3.092229880009761], ["coherence", -6.992110389610384, 2.059097487696971], ["vel_mean", 2.129713149350648, 0.26120234563871225], ["vel_max", 2.1475940543831187, 16.654412806907985]], "fracto": "The substrate exhibits a transient response to the bipolar injection, marked by a significant deviation in global asymmetry and a dip in coherence relative to the baseline operating point. While the mean velocity shows a slight upward shift, the variance and vorticity remain within their typical fluctuation ranges, indicating the flow regime has not transitioned to turbulence. The circulating shear stress_xy has increased in magnitude, and the normal stress_yy maintains its positive polarity without any meaningful sign change or structural collapse. These fluctuations represent a localized perturbation that has not yet propagated into a sustained global instability across the lattice.", "fracto_took_s": 2.483484983444214}
 {"ts": "2026-06-08T18:31:51.569654", "sigma": 96, "strength": 1.0, "interval_s": 5, "dwell_s": 180, "n_injections": 35, "n_frames": 1233, "summary": {"asymmetry": {"mean": 277.5186282238443, "stdev": 61.589463744004995, "min": 153.9762, "max": 373.6478, "n": 1233, "z_vs_baseline_mean": 53.6162094079481, "stdev_ratio_vs_baseline": 20.529821248001664}, "coherence": {"mean": 0.4701735604217356, "stdev": 0.031662004530679515, "min": 0.4383, "max": 0.5618, "n": 1233, "z_vs_baseline_mean": -26.905287915652885, "stdev_ratio_vs_baseline": 6.332400906135903}, "vel_mean": {"mean": 0.22138624249797242, "stdev": 0.0014457019832684133, "min": 0.214126, "max": 0.223697, "n": 1233, "z_vs_baseline_mean": 2.1572484995944827, "stdev_ratio_vs_baseline": 0.28914039665368263}, "vel_max": {"mean": 0.30474966666666664, "stdev": 0.15378068948741264, "min": 0.283023, "max": 2.346342, "n": 1233, "z_vs_baseline_mean": 2.4187083333333317, "stdev_ratio_vs_baseline": 19.22258618592658}, "vel_var": {"mean": 0.0024548498296836983, "stdev": 0.00025981773195867436, "min": 0.00225572, "max": 0.00647837, "n": 1233, "z_vs_baseline_mean": 0.06462457420924536, "stdev_ratio_vs_baseline": 0.6495443298966859}, "vorticity_mean": {"mean": 0.027181673154906733, "stdev": 0.0036836931187224646, "min": 0.021818, "max": 0.0338, "n": 1233, "z_vs_baseline_mean": 0.05680609624222783, "stdev_ratio_vs_baseline": 0.3069744265602054}, "stress_xx": {"mean": -0.0009724533657745337, "stdev": 0.0003279314640352889, "min": -0.0029, "max": 0.000657, "n": 1233, "z_vs_baseline_mean": -1.183022438496891, "stdev_ratio_vs_baseline": 2.1862097602352595}, "stress_yy": {"mean": 0.0008695733982157339, "stdev": 0.00016859498557756855, "min": 6e-06, "max": 0.001644, "n": 1233, "z_vs_baseline_mean": 0.9238226547715598, "stdev_ratio_vs_baseline": 1.1239665705171238}, "stress_xy": {"mean": -0.0003350016220600162, "stdev": 0.00015466964165379977, "min": -0.001258, "max": 0.000434, "n": 1233, "z_vs_baseline_mean": -0.9000202757502026, "stdev_ratio_vs_baseline": 1.933370520672497}}, "flagged": [["asymmetry", 53.6162094079481, 20.529821248001664], ["coherence", -26.905287915652885, 6.332400906135903], ["vel_mean", 2.1572484995944827, 0.28914039665368263], ["vel_max", 2.4187083333333317, 19.22258618592658], ["stress_xx", -1.183022438496891, 2.1862097602352595], ["stress_xy", -0.9000202757502026, 1.933370520672497]], "fracto": "The substrate exhibits a marked departure from its baseline operating point, characterized by a significant spike in global asymmetry and a concurrent drop in coherence. While the mean velocity shows a slight increase, the variance and vorticity remain within normal fluctuation bounds, indicating the flow regime has not transitioned to turbulence. The stress tensor reveals a meaningful shift in the yy channel, which has changed sign relative to its typical positive baseline, whereas the xx channel magnitude remains consistent with its structural anisotropy. The circulating shear stress in the xy channel shows a minor deviation but does not constitute a flagged anomaly. Overall, the system is responding to the bipolar injection with a distinct alteration in its stress balance and coherence coupling, rather than a fundamental instability.", "fracto_took_s": 2.8921711444854736}
+{"ts": "2026-06-08T18:34:55.251615", "sigma": 160, "strength": 1.0, "interval_s": 5, "dwell_s": 180, "n_injections": 35, "n_frames": 1265, "summary": {"asymmetry": {"mean": 486.4548977075099, "stdev": 51.02321065536739, "min": 362.2679, "max": 567.5868, "n": 1265, "z_vs_baseline_mean": 123.26163256916995, "stdev_ratio_vs_baseline": 17.007736885122466}, "coherence": {"mean": 0.39330671936758893, "stdev": 0.015935817989806884, "min": 0.3743, "max": 0.4453, "n": 1265, "z_vs_baseline_mean": -42.27865612648222, "stdev_ratio_vs_baseline": 3.187163597961377}, "vel_mean": {"mean": 0.2214373027667984, "stdev": 0.0019193713318082406, "min": 0.206749, "max": 0.223905, "n": 1265, "z_vs_baseline_mean": 2.167460553359679, "stdev_ratio_vs_baseline": 0.3838742663616481}, "vel_max": {"mean": 0.3080351841897233, "stdev": 0.167924196377173, "min": 0.283094, "max": 2.603198, "n": 1265, "z_vs_baseline_mean": 2.8293980237154153, "stdev_ratio_vs_baseline": 20.990524547146627}, "vel_var": {"mean": 0.0024929922213438736, "stdev": 0.0006849014027115729, "min": 0.0022567, "max": 0.01389323, "n": 1265, "z_vs_baseline_mean": 0.1599805533596837, "stdev_ratio_vs_baseline": 1.7122535067789322}, "vorticity_mean": {"mean": 0.026990416600790514, "stdev": 0.0037194387278883, "min": 0.021135, "max": 0.034352, "n": 1265, "z_vs_baseline_mean": 0.04086805006587625, "stdev_ratio_vs_baseline": 0.30995322732402497}, "stress_xx": {"mean": -0.001028301185770751, "stdev": 0.0008326877483620898, "min": -0.006014, "max": 0.003716, "n": 1265, "z_vs_baseline_mean": -1.5553412384716727, "stdev_ratio_vs_baseline": 5.551251655747266}, "stress_yy": {"mean": 0.0010627296442687747, "stdev": 0.00039085315391576645, "min": -0.001259, "max": 0.003274, "n": 1265, "z_vs_baseline_mean": 2.2115309617918317, "stdev_ratio_vs_baseline": 2.6056876927717765}, "stress_xy": {"mean": -0.0003369494071146245, "stdev": 0.0003847809511263874, "min": -0.002472, "max": 0.001688, "n": 1265, "z_vs_baseline_mean": -0.9243675889328066, "stdev_ratio_vs_baseline": 4.809761889079842}}, "flagged": [["asymmetry", 123.26163256916995, 17.007736885122466], ["coherence", -42.27865612648222, 3.187163597961377], ["vel_mean", 2.167460553359679, 0.3838742663616481], ["vel_max", 2.8293980237154153, 20.990524547146627], ["vel_var", 0.1599805533596837, 1.7122535067789322], ["stress_xx", -1.5553412384716727, 5.551251655747266], ["stress_yy", 2.2115309617918317, 2.6056876927717765], ["stress_xy", -0.9243675889328066, 4.809761889079842]], "fracto": "The flow regime remains laminar with minimal changes in velocity variance and vorticity, indicating the substrate has not transitioned to turbulence. The injected bipolar dipoles have triggered a significant decoupling between coherence and asymmetry, as the global coherence metric has dropped sharply while asymmetry has surged well above its baseline floor. Stress channels show a meaningful sign reversal in stress_yy and a notable shift in stress_xx magnitude, reflecting the direct mechanical imprint of the localized density pulses at the left and right sites. The circulating shear stress_xy remains within typical bounds, suggesting the injection has primarily modulated the normal stress components rather than generating large-scale rotational flow.", "fracto_took_s": 2.739001750946045}
+{"ts": "2026-06-08T18:37:58.873103", "sigma": 256, "strength": 1.0, "interval_s": 5, "dwell_s": 180, "n_injections": 35, "n_frames": 1250, "summary": {"asymmetry": {"mean": 561.1114044, "stdev": 21.010241369007254, "min": 512.1262, "max": 674.3446, "n": 1250, "z_vs_baseline_mean": 148.14713479999998, "stdev_ratio_vs_baseline": 7.003413789669085}, "coherence": {"mean": 0.36223856, "stdev": 0.010978514624168538, "min": 0.3464, "max": 0.3983, "n": 1250, "z_vs_baseline_mean": -48.492288, "stdev_ratio_vs_baseline": 2.1957029248337077}, "vel_mean": {"mean": 0.2211975808, "stdev": 0.002928361983668904, "min": 0.197114, "max": 0.226542, "n": 1250, "z_vs_baseline_mean": 2.1195161599999954, "stdev_ratio_vs_baseline": 0.5856723967337808}, "vel_max": {"mean": 0.302012436, "stdev": 0.1262988849868004, "min": 0.282935, "max": 2.307169, "n": 1250, "z_vs_baseline_mean": 2.076554500000001, "stdev_ratio_vs_baseline": 15.787360623350049}, "vel_var": {"mean": 0.00250802464, "stdev": 0.0008408997154864036, "min": 0.00225247, "max": 0.02807099, "n": 1250, "z_vs_baseline_mean": 0.19756159999999906, "stdev_ratio_vs_baseline": 2.102249288716009}, "vorticity_mean": {"mean": 0.026908104, "stdev": 0.003802443572820455, "min": 0.019921, "max": 0.036063, "n": 1250, "z_vs_baseline_mean": 0.03400866666666662, "stdev_ratio_vs_baseline": 0.31687029773503794}, "stress_xx": {"mean": -0.0010303248, "stdev": 0.001978525435779126, "min": -0.014537, "max": 0.011584, "n": 1250, "z_vs_baseline_mean": -1.5688320000000002, "stdev_ratio_vs_baseline": 13.19016957186084}, "stress_yy": {"mean": 0.0010548024, "stdev": 0.000927124025857219, "min": -0.005105, "max": 0.006772, "n": 1250, "z_vs_baseline_mean": 2.158682666666667, "stdev_ratio_vs_baseline": 6.180826839048128}, "stress_xy": {"mean": -0.0003343136, "stdev": 0.000899708461395938, "min": -0.006137, "max": 0.005209, "n": 1250, "z_vs_baseline_mean": -0.8914200000000003, "stdev_ratio_vs_baseline": 11.246355767449224}}, "flagged": [["asymmetry", 148.14713479999998, 7.003413789669085], ["coherence", -48.492288, 2.1957029248337077], ["vel_mean", 2.1195161599999954, 0.5856723967337808], ["vel_max", 2.076554500000001, 15.787360623350049], ["vel_var", 0.19756159999999906, 2.102249288716009], ["stress_xx", -1.5688320000000002, 13.19016957186084], ["stress_yy", 2.158682666666667, 6.180826839048128], ["stress_xy", -0.8914200000000003, 11.246355767449224]], "fracto": "The substrate exhibits a turbulent-like regime marked by elevated velocity variance and vorticity, yet the global scalars cannot resolve the spatial dipole structure at the left and right injection sites. The stress channels show a dramatic reversal in the yy channel, which has shifted sign and magnitude beyond its typical baseline, while the xx channel displays a massive negative excursion that reflects the kernel's inherent anisotropy rather than directional market pressure. The coherence metric has collapsed significantly below its operating floor, indicating a decoupling of the usual stress-flow relationship, and the circulating shear stress_xy has intensified in magnitude. This state represents a genuine departure from the quiescent substrate's persistent oscillation, where the bipolar forcing has successfully disrupted the local equilibrium without creating a spatially resolved buy-sell narrative from these global means.", "fracto_took_s": 2.9590375423431396}

traj/inject_sweep_20260608T182544/sweep.log

@@ -41,3 +41,41 @@
 [18:32:01]   dipole #3 at t+10s sigma=160 str=+/-1.0
 [18:32:48]   dipole #12 at t+57s sigma=160 str=+/-1.0
 [18:33:51]   dipole #24 at t+119s sigma=160 str=+/-1.0
+[18:34:52]   collected 1265 frames; 35 dipole injections
+[18:34:52]     asymmetry        mean= +486.454898  z=+123.26  std_ratio=17.01 !!
+[18:34:52]     coherence        mean=   +0.393307  z= -42.28  std_ratio= 3.19 !!
+[18:34:52]     vel_mean         mean=   +0.221437  z=  +2.17  std_ratio= 0.38 !!
+[18:34:52]     vel_max          mean=   +0.308035  z=  +2.83  std_ratio=20.99 !!
+[18:34:52]     vel_var          mean=   +0.002493  z=  +0.16  std_ratio= 1.71 !
+[18:34:52]     vorticity_mean   mean=   +0.026990  z=  +0.04  std_ratio= 0.31
+[18:34:52]     stress_xx        mean=   -0.001028  z=  -1.56  std_ratio= 5.55 !!
+[18:34:52]     stress_yy        mean=   +0.001063  z=  +2.21  std_ratio= 2.61 !!
+[18:34:52]     stress_xy        mean=   -0.000337  z=  -0.92  std_ratio= 4.81 !!
+[18:34:55]   fracto (2.7s): The flow regime remains laminar with minimal changes in velocity variance and vorticity, indicating the substrate has not transitioned to turbulence. The injected bipolar dipoles have triggered a significant decoupling between coherence and asymmetry, as the global coherence metric has dropped sharp...
+[18:34:55] === SIGMA_256_STR_1.0 dwell=180s every 5s ===
+[18:34:55]   dipole #1 at t+0s sigma=256 str=+/-1.0
+[18:35:00]   dipole #2 at t+5s sigma=256 str=+/-1.0
+[18:35:05]   dipole #3 at t+10s sigma=256 str=+/-1.0
+[18:35:52]   dipole #12 at t+57s sigma=256 str=+/-1.0
+[18:36:56]   dipole #24 at t+121s sigma=256 str=+/-1.0
+[18:37:55]   collected 1250 frames; 35 dipole injections
+[18:37:55]     asymmetry        mean= +561.111404  z=+148.15  std_ratio= 7.00 !!
+[18:37:55]     coherence        mean=   +0.362239  z= -48.49  std_ratio= 2.20 !!
+[18:37:55]     vel_mean         mean=   +0.221198  z=  +2.12  std_ratio= 0.59 !!
+[18:37:55]     vel_max          mean=   +0.302012  z=  +2.08  std_ratio=15.79 !!
+[18:37:55]     vel_var          mean=   +0.002508  z=  +0.20  std_ratio= 2.10 !!
+[18:37:55]     vorticity_mean   mean=   +0.026908  z=  +0.03  std_ratio= 0.32
+[18:37:55]     stress_xx        mean=   -0.001030  z=  -1.57  std_ratio=13.19 !!
+[18:37:55]     stress_yy        mean=   +0.001055  z=  +2.16  std_ratio= 6.18 !!
+[18:37:55]     stress_xy        mean=   -0.000334  z=  -0.89  std_ratio=11.25 !!
+[18:37:58]   fracto (3.0s): The substrate exhibits a turbulent-like regime marked by elevated velocity variance and vorticity, yet the global scalars cannot resolve the spatial dipole structure at the left and right injection sites. The stress channels show a dramatic reversal in the yy channel, which has shifted sign and magn...
+[18:37:58] === RESTORE baseline ===
+[18:37:58]   (finally) baseline restored
+[18:37:58] 
+[18:37:58] === SUMMARY ===
+[18:37:58]  sigma    asym_z     coh_z    velvar_z     sxx_z     sxy_z   flagged
+[18:37:59]     48     +8.14     -6.99       +0.04     -0.16     -0.13         4
+[18:37:59]     96    +53.62    -26.91       +0.06     -1.18     -0.90         6
+[18:37:59]    160   +123.26    -42.28       +0.16     -1.56     -0.92         8
+[18:37:59]    256   +148.15    -48.49       +0.20     -1.57     -0.89         8
+[18:37:59] file: /mnt/d/Resonance_Engine/traj/inject_sweep_20260608T182544/sweep.jsonl

traj/market_wave_probe_20260608T184604/probe.log

@@ -0,0 +1,70 @@
+[18:46:05] ============================================================
+[18:46:05] market_wave_probe — Claude Desktop directive
+[18:46:05] out: /mnt/d/Resonance_Engine/traj/market_wave_probe_20260608T184604
+[18:46:05] ============================================================
+[18:46:05] fracto OK: model=qwen3.5:9b cycle=12970960 inj_state=UNKNOWN
+[18:46:05] ============================================================
+[18:46:05] TEST 1 — Khra modulation 0.030 -> 0.050
+[18:46:05] ============================================================
+[18:46:04]   sent set_khra_amp value=0.05
+[18:46:04]   dwelling 300s [khra elevated]...
+[18:47:04]     [t+60s] khra=0.05 gixx=0.008 asym=327.746 coh=0.5012
+[18:48:05]     [t+120s] khra=0.05 gixx=0.008 asym=327.970 coh=0.5010
+[18:49:05]     [t+180s] khra=0.05 gixx=0.008 asym=327.970 coh=0.5011
+[18:50:05]     [t+240s] khra=0.05 gixx=0.008 asym=327.693 coh=0.5015
+[18:51:05]   telemetry pre-query: khra=0.05 gixx=0.008 asym=327.701
+[18:51:08]   [test_1_khra/elevated] fracto (2.7s):
+[18:51:08]     The lattice has entered a highly agitated state where the large-scale structure is dominated by intense, coherent oscillations rather than a laminar flow. The asymmetry and coherence metrics are currently decoupled from their typical baseline coupling, with asymmetry surging to extreme levels while coherence has collapsed significantly below its normal operating floor. This disordered regime is characterized by a substantial increase in circulating shear stress_xy and a meaningful shift in the normal stress balance, where stress_yy has grown in magnitude and reversed its sign relative to the baseline. The field is less ordered than the quiescent substrate, exhibiting a chaotic superposition of the internal forcing modes without the stabilizing influence of external injection.
+[18:51:08]   sent set_khra_amp value=0.03 (restore)
+[18:51:08]   dwelling 300s [khra restoring]...
+[18:52:08]     [t+60s] khra=0.03 gixx=0.008 asym=307.580 coh=0.5301
+[18:53:09]     [t+120s] khra=0.03 gixx=0.008 asym=306.275 coh=0.5324
+[18:54:09]     [t+181s] khra=0.03 gixx=0.008 asym=308.076 coh=0.5296
+[18:55:10]     [t+242s] khra=0.03 gixx=0.008 asym=307.359 coh=0.5307
+[18:56:08] ============================================================
+[18:56:08] TEST 2 — Gixx modulation 0.008 -> 0.024
+[18:56:08] ============================================================
+[18:56:08]   sent set_gixx_amp value=0.024
+[18:56:08]   dwelling 300s [gixx elevated]...
+[18:57:09]     [t+60s] khra=0.03 gixx=0.024 asym=297.639 coh=0.5475
+[18:58:11]     [t+122s] khra=0.03 gixx=0.024 asym=292.153 coh=0.5580
+[18:59:11]     [t+182s] khra=0.03 gixx=0.024 asym=294.287 coh=0.5542
+[19:00:11]     [t+242s] khra=0.03 gixx=0.024 asym=299.896 coh=0.5438
+[19:01:09]   telemetry pre-query: khra=0.03 gixx=0.024 asym=300.727
+[19:01:12]   [test_2_gixx/elevated] fracto (2.6s):
+[19:01:12]     The lattice has transitioned from a laminar baseline into a turbulent regime, evidenced by the sharp rise in velocity variance and mean vorticity. This fine-scale texture is now significantly rougher than the quiescent substrate, with the velocity field exhibiting much higher fluctuations across the grid. The stress field reflects this agitation through a dramatic increase in the magnitude of the circulating shear stress_xy and a substantial shift in the normal stress_xx, which has grown in absolute value despite the underlying geometric anisotropy. Coherence has dropped well below its typical operating floor, indicating that the fine-scale forcing has disrupted the substrate's natural coupling between asymmetry and coherence.
+[19:01:12]   sent set_gixx_amp value=0.008 (restore)
+[19:01:12]   dwelling 300s [gixx restoring]...
+[19:02:12]     [t+60s] khra=0.03 gixx=0.008 asym=307.615 coh=0.5311
+[19:03:13]     [t+120s] khra=0.03 gixx=0.008 asym=307.367 coh=0.5315
+[19:04:14]     [t+182s] khra=0.03 gixx=0.008 asym=307.168 coh=0.5318
+[19:05:16]     [t+244s] khra=0.03 gixx=0.008 asym=308.494 coh=0.5300
+[19:06:12] ============================================================
+[19:06:12] TEST 3 — Combined elevated + opposing dipole inject
+[19:06:12] ============================================================
+[19:06:13]   sent khra=0.05 gixx=0.024
+[19:06:13]   initial dipole inject (buy+0.25 at x=400, sell-0.25 at x=624)
+[19:06:13]   dwelling 180s [combined elevated + inject1]...
+[19:07:15]     [t+61s] khra=0.05 gixx=0.024 asym=322.122 coh=0.5100
+[19:08:15]     [t+122s] khra=0.05 gixx=0.024 asym=323.603 coh=0.5082
+[19:09:18]   [test_3_combined/after_first_inject] fracto (3.4s):
+[19:09:18]     The lattice is in a highly strained state where the opposing density pulses at x=400 and x=624 have driven the global asymmetry metric to +319, a magnitude roughly three times the substrate's natural floor. This extreme asymmetry is mechanically coupled with a significant drop in coherence to +0.51, indicating that the directional tension imposed by the buy and sell injections is actively disrupting the lattice's intrinsic oscillatory rhythm. The stress tensor reveals that while stress_yy remains positive and structurally consistent with the baseline, the circulating shear stress_xy has intensified to -0.000657, reflecting the strong rotational coupling generated by these counter-acting density gradients. Unlike the isolated elevation of Khra or Gixx which typically modulates the baseline oscillation amplitude, this combined state creates a distinct regime of high directional stress that suppresses coherence without inducing turbulence, as evidenced by the low velocity variance and mean vorticity.
+[19:09:18]   --- pulse 2 ---
+[19:09:18]   dwelling 60s [after pulse 2]...
+[19:10:18]     [t+60s] khra=0.05 gixx=0.024 asym=318.852 coh=0.5149
+[19:10:21]   [test_3_combined/after_pulse_2] fracto (2.6s):
+[19:10:21]     The lattice has transitioned from a laminar baseline into a highly turbulent regime as the opposing dipole pulse injects significant directional tension. The field is actively absorbing the perturbation, evidenced by a massive spike in global asymmetry and a sharp drop in coherence, indicating the system is struggling to maintain its structural equilibrium under the new forcing. While the velocity variance has slightly decreased, the mean velocity and maximum velocity have risen, suggesting the fluid is accelerating in response to the injected buy and sell densities. The stress channels are building rapidly, with stress_xx and stress_xy deviating drastically from their quiescent floors, reflecting the intense shear and normal stress generated by the localized density pulses at the left and right sites.
+[19:10:21]   --- pulse 3 ---
+[19:10:21]   dwelling 60s [after pulse 3]...
+[19:11:22]     [t+60s] khra=0.05 gixx=0.024 asym=323.586 coh=0.5084
+[19:11:24]   [test_3_combined/after_pulse_3] fracto (2.6s):
+[19:11:24]     The field has transitioned from a laminar baseline into a turbulent regime, evidenced by the simultaneous spike in velocity variance and mean vorticity. This perturbation has driven the stress channels into a state of oscillation rather than stability, with stress_xx and stress_xy exhibiting massive deviations from their quiescent baselines. The magnitude of stress_xx has collapsed significantly below its structural floor, while stress_yy has shifted to a positive value, indicating a meaningful redistribution of directional tension across the lattice. The system is currently absorbing the injected dipole perturbation, manifesting as a coherent but highly asymmetric stress response that is building rapidly away from the substrate's natural operating point.
+[19:11:24]   --- pulse 4 ---
+[19:11:25]   dwelling 60s [after pulse 4]...
+[19:12:26]     [t+61s] khra=0.05 gixx=0.024 asym=318.233 coh=0.5159
+[19:12:30]   [test_3_combined/after_pulse_4] fracto (3.1s):
+[19:12:30]     The field is currently absorbing the perturbation rather than accumulating directional tension, as evidenced by the global scalars which cannot resolve the specific dipole firing at x=400 versus x=624. The stress channels are oscillating significantly around their baseline, with stress_xy dropping to -0.000711 and stress_xx shifting negative, indicating a transient shear response to the injected pulse. Although the global asymmetry metric has spiked to +318.23 and coherence has dipped to +0.5159, these deviations are consistent with the substrate's natural reaction to external forcing rather than a structural collapse or trend. The velocity variance has decreased slightly while mean velocity remains elevated, suggesting the lattice is dissipating the injected energy into its existing turbulent background without triggering a new flow regime.
+[19:12:30] ============================================================
+[19:12:30] RESTORE baseline
+[19:12:30]   baseline restored (khra=0.03, gixx=0.008)
+[19:12:30]   responses: /mnt/d/Resonance_Engine/traj/market_wave_probe_20260608T184604/responses.jsonl

traj/market_wave_probe_20260608T184604/responses.jsonl

@@ -0,0 +1,6 @@
+{"ts": "2026-06-08T18:51:08.168385", "test": "test_1_khra", "label": "elevated", "question": "Khra amplitude has been raised from 0.030 to 0.050 about 5 minutes ago. Describe the current field character. How does the asymmetry and coherence behaviour differ from what you observed at baseline? Is the field more or less ordered? What is the large-scale structure doing?", "response": "The lattice has entered a highly agitated state where the large-scale structure is dominated by intense, coherent oscillations rather than a laminar flow. The asymmetry and coherence metrics are currently decoupled from their typical baseline coupling, with asymmetry surging to extreme levels while coherence has collapsed significantly below its normal operating floor. This disordered regime is characterized by a substantial increase in circulating shear stress_xy and a meaningful shift in the normal stress balance, where stress_yy has grown in magnitude and reversed its sign relative to the baseline. The field is less ordered than the quiescent substrate, exhibiting a chaotic superposition of the internal forcing modes without the stabilizing influence of external injection.", "took_s": 2.68764328956604, "telemetry_at_query": {"cycle": 12991860, "ts": 1780919465, "coherence": 0.5015, "asymmetry": 327.701, "omega": 1.97, "khra_amp": 0.05, "gixx_amp": 0.008, "grid": 1024, "vel_mean": 0.230551, "vel_max": 0.295297, "vel_var": 0.00174499, "vorticity_mean": 0.021299, "stress_xx": -0.001259, "stress_yy": 0.001118, "stress_xy": -0.000492, "gpu_temp_c": 41, "gpu_power_w": 41.6, "gpu_util_pct": 22, "gpu_mem_pct": 57.1}}
+{"ts": "2026-06-08T19:01:12.139076", "test": "test_2_gixx", "label": "elevated", "question": "Gixx amplitude has been raised from 0.008 to 0.024 about 5 minutes ago. Describe the current field character. How does the fine-scale texture differ from baseline? Is the velocity variance different? What does the stress field look like compared to normal?", "response": "The lattice has transitioned from a laminar baseline into a turbulent regime, evidenced by the sharp rise in velocity variance and mean vorticity. This fine-scale texture is now significantly rougher than the quiescent substrate, with the velocity field exhibiting much higher fluctuations across the grid. The stress field reflects this agitation through a dramatic increase in the magnitude of the circulating shear stress_xy and a substantial shift in the normal stress_xx, which has grown in absolute value despite the underlying geometric anisotropy. Coherence has dropped well below its typical operating floor, indicating that the fine-scale forcing has disrupted the substrate's natural coupling between asymmetry and coherence.", "took_s": 2.555809259414673, "telemetry_at_query": {"cycle": 13034010, "ts": 1780920069, "coherence": 0.5423, "asymmetry": 300.7266, "omega": 1.97, "khra_amp": 0.03, "gixx_amp": 0.024, "grid": 1024, "vel_mean": 0.201781, "vel_max": 0.30739, "vel_var": 0.00408567, "vorticity_mean": 0.076223, "stress_xx": -0.002942, "stress_yy": 0.000383, "stress_xy": -0.001155, "gpu_temp_c": 42, "gpu_power_w": 41.8, "gpu_util_pct": 19, "gpu_mem_pct": 57.1}}
+{"ts": "2026-06-08T19:09:18.197165", "test": "test_3_combined", "label": "after_first_inject", "question": "The field is currently running at elevated Khra=0.050 and Gixx=0.024 with opposing density injections at x=400 (buy, +0.25) and x=624 (sell, -0.25). Describe what you observe. The global scalars cannot resolve left vs right spatially, but stress_xy and the magnitude/sign of stress channels can reveal directional tension. How does this combined state differ from either elevated Khra or elevated Gixx alone? What is the stress tensor telling you?", "response": "The lattice is in a highly strained state where the opposing density pulses at x=400 and x=624 have driven the global asymmetry metric to +319, a magnitude roughly three times the substrate's natural floor. This extreme asymmetry is mechanically coupled with a significant drop in coherence to +0.51, indicating that the directional tension imposed by the buy and sell injections is actively disrupting the lattice's intrinsic oscillatory rhythm. The stress tensor reveals that while stress_yy remains positive and structurally consistent with the baseline, the circulating shear stress_xy has intensified to -0.000657, reflecting the strong rotational coupling generated by these counter-acting density gradients. Unlike the isolated elevation of Khra or Gixx which typically modulates the baseline oscillation amplitude, this combined state creates a distinct regime of high directional stress that suppresses coherence without inducing turbulence, as evidenced by the low velocity variance and mean vorticity.", "took_s": 3.3721859455108643, "telemetry_at_query": {"cycle": 13069100, "ts": 1780920554, "coherence": 0.5122, "asymmetry": 320.6594, "omega": 1.97, "khra_amp": 0.05, "gixx_amp": 0.024, "grid": 1024, "vel_mean": 0.22179, "vel_max": 0.298998, "vel_var": 0.00263693, "vorticity_mean": 0.040003, "stress_xx": -0.002053, "stress_yy": 0.000485, "stress_xy": -0.000736, "gpu_temp_c": 42, "gpu_power_w": 41.4, "gpu_util_pct": 19, "gpu_mem_pct": 57.1}}
+{"ts": "2026-06-08T19:10:21.302458", "test": "test_3_combined", "label": "after_pulse_2", "question": "Pulse 2 of the opposing dipole has just fired (buy+0.25 at x=400, sell-0.25 at x=624). Describe how the field has changed since the previous observation. Are the stress channels building, stable, or oscillating? Is the field accumulating directional tension or absorbing the perturbation?", "response": "The lattice has transitioned from a laminar baseline into a highly turbulent regime as the opposing dipole pulse injects significant directional tension. The field is actively absorbing the perturbation, evidenced by a massive spike in global asymmetry and a sharp drop in coherence, indicating the system is struggling to maintain its structural equilibrium under the new forcing. While the velocity variance has slightly decreased, the mean velocity and maximum velocity have risen, suggesting the fluid is accelerating in response to the injected buy and sell densities. The stress channels are building rapidly, with stress_xx and stress_xy deviating drastically from their quiescent floors, reflecting the intense shear and normal stress generated by the localized density pulses at the left and right sites.", "took_s": 2.628248691558838, "telemetry_at_query": null}
+{"ts": "2026-06-08T19:11:24.782795", "test": "test_3_combined", "label": "after_pulse_3", "question": "Pulse 3 of the opposing dipole has just fired (buy+0.25 at x=400, sell-0.25 at x=624). Describe how the field has changed since the previous observation. Are the stress channels building, stable, or oscillating? Is the field accumulating directional tension or absorbing the perturbation?", "response": "The field has transitioned from a laminar baseline into a turbulent regime, evidenced by the simultaneous spike in velocity variance and mean vorticity. This perturbation has driven the stress channels into a state of oscillation rather than stability, with stress_xx and stress_xy exhibiting massive deviations from their quiescent baselines. The magnitude of stress_xx has collapsed significantly below its structural floor, while stress_yy has shifted to a positive value, indicating a meaningful redistribution of directional tension across the lattice. The system is currently absorbing the injected dipole perturbation, manifesting as a coherent but highly asymmetric stress response that is building rapidly away from the substrate's natural operating point.", "took_s": 2.6378824710845947, "telemetry_at_query": null}
+{"ts": "2026-06-08T19:12:30.042010", "test": "test_3_combined", "label": "after_pulse_4", "question": "Pulse 4 of the opposing dipole has just fired (buy+0.25 at x=400, sell-0.25 at x=624). Describe how the field has changed since the previous observation. Are the stress channels building, stable, or oscillating? Is the field accumulating directional tension or absorbing the perturbation?", "response": "The field is currently absorbing the perturbation rather than accumulating directional tension, as evidenced by the global scalars which cannot resolve the specific dipole firing at x=400 versus x=624. The stress channels are oscillating significantly around their baseline, with stress_xy dropping to -0.000711 and stress_xx shifting negative, indicating a transient shear response to the injected pulse. Although the global asymmetry metric has spiked to +318.23 and coherence has dipped to +0.5159, these deviations are consistent with the substrate's natural reaction to external forcing rather than a structural collapse or trend. The velocity variance has decreased slightly while mean velocity remains elevated, suggesting the lattice is dissipating the injected energy into its existing turbulent background without triggering a new flow regime.", "took_s": 3.1273179054260254, "telemetry_at_query": null}