RESULTS.json

{
  "timestamp": "2026-06-06T09:10:10.539526+00:00",
  "total": 39,
  "passed": 39,
  "failed": 0,
  "elapsed_seconds": 45.4,
  "tests": {
    "2.1 Cortisol \u2192 negative valence": {
      "status": "PASS",
      "baseline_valence": 0.17,
      "stressed_valence": -0.0428,
      "delta": -0.2128
    },
    "2.2 Cortisol \u2192 high stress": {
      "status": "PASS",
      "baseline_stress": 0.02,
      "stressed_stress": 0.3327
    },
    "2.3 Opposite chemicals \u2192 opposite moods": {
      "status": "PASS",
      "calm_valence": 0.291,
      "stressed_valence": -0.066,
      "gap": 0.3571
    },
    "4.1 Phi=0 \u2192 no boost, Phi=0.8 \u2192 boost": {
      "status": "PASS",
      "phi0_boost": 0.0,
      "phi08_boost": 0.08
    },
    "8.1 Sustained DA \u2192 receptor downregulation": {
      "status": "PASS",
      "initial_sensitivity": 1.0,
      "final_sensitivity": 0.9015,
      "delta": -0.0985
    },
    "8.2 Same DA level \u2192 decreasing effective level": {
      "status": "PASS",
      "effective_tick1": 0.9,
      "effective_tick50": 0.8059
    },
    "8.3 DA withdrawal \u2192 sensitivity recovery": {
      "status": "PASS",
      "tolerant": 0.9015,
      "recovered": 0.9626
    },
    "15.1 Surprise modulates learning rate": {
      "status": "PASS",
      "lr_low_surprise": 0.0015,
      "lr_high_surprise": 0.0055,
      "ratio": 3.67
    },
    "28: I(cortisol, valence)": {
      "status": "PASS",
      "mutual_information": 0.2954
    },
    "28: I(dopamine, motivation)": {
      "status": "PASS",
      "mutual_information": 2.1211
    },
    "28: I(NE, arousal)": {
      "status": "PASS",
      "mutual_information": 1.3376
    },
    "28: I(oxytocin, sociality)": {
      "status": "PASS",
      "mutual_information": 1.9628
    },
    "28: I(surprise, learning_rate)": {
      "status": "PASS",
      "mutual_information": 3.2838
    },
    "6.1 Idle drift after 100 ticks": {
      "status": "PASS",
      "L2_drift": 5.2032
    },
    "7.1 Perturbation divergence persists": {
      "status": "PASS",
      "divergence": "0.5104"
    },
    "5.4 Phi from real ODE transitions (tightly-coupled subnet)": {
      "status": "PASS",
      "phi_s": 0.16144,
      "is_complex": true,
      "n_partitions": 33,
      "tpm_samples": 299,
      "unique_states": 22,
      "compute_ms": 7253.52
    },
    "18.1 Free energy monotonically increases with prediction error": {
      "status": "PASS",
      "FE(pe=0.0)": "0.2630 [rest]",
      "FE(pe=0.2)": "0.2668 [rest]",
      "FE(pe=0.5)": "0.2768 [rest]",
      "FE(pe=0.8)": "0.2937 [rest]",
      "FE(pe=1.0)": "0.3194 [rest]"
    },
    "Prediction error reduces with repetition": {
      "status": "PASS",
      "fe_first": 0.2594,
      "fe_after_20": 0.0675
    },
    "Different levels have different precision": {
      "status": "PASS",
      "sensory": 0.1824,
      "association": 0.8171,
      "executive": 0.8155,
      "narrative": 0.8113,
      "meta": 0.7912
    },
    "HOT generates state-dependent thoughts": {
      "status": "PASS",
      "thought_1": "[surprise] I notice a strong surprise signal \u2014 my predictions were wron",
      "thought_2": "[valence] I notice I am in a positive state \u2014 something feels right."
    },
    "Vitality degrades without maintenance": {
      "status": "PASS",
      "vitality_healthy": 0.8554,
      "vitality_degraded": 0.3058
    },
    "Interaction matrix is non-trivial and asymmetric": {
      "status": "PASS",
      "nonzero_entries": 81,
      "asymmetry": 0.2561
    },
    "1000 ODE ticks take measurable time": {
      "status": "PASS",
      "elapsed_ms": 79.11
    },
    "50 STDP recordings on 64 neurons": {
      "status": "PASS",
      "elapsed_ms": 1.59
    },
    "State swap transfers behavioral bias": {
      "status": "PASS",
      "A_pre": 0.3739,
      "B_pre": -0.0182,
      "A_post": -0.0182,
      "B_post": 0.3739
    },
    "Threat \u2192 lower temperature than reward": {
      "status": "PASS",
      "threat_temp": 0.85,
      "reward_temp": 0.672
    },
    "Threat \u2192 fewer tokens than reward": {
      "status": "PASS",
      "threat_tokens": 502,
      "reward_tokens": 768
    },
    "Threat narrative \u2260 reward narrative": {
      "status": "PASS",
      "threat_narrative": "Somatically tense and overloaded.",
      "reward_narrative": "Somatically comfortable and engaged."
    },
    "Homeostasis context blocks differ (degraded vs healthy)": {
      "status": "PASS",
      "degraded_len": 90,
      "healthy_len": 77
    },
    "Free energy context blocks differ (high PE vs low PE)": {
      "status": "PASS",
      "high_pe_block_len": 86,
      "low_pe_block_len": 86
    },
    "Novel triple chemical combo produces coherent mood": {
      "status": "PASS",
      "combo_valence": 0.268,
      "combo_stress": 0.0194
    },
    "Extreme intensity (0.99) stays bounded": {
      "status": "PASS",
      "extreme_stress": 0.3415,
      "extreme_valence": -0.0438
    },
    "Adversarial flooding: 100 contradictory events": {
      "status": "PASS",
      "valence": 0.2457,
      "stress": 0.1097,
      "any_nan": false
    },
    "State corruption recovery (50% neurons \u2192 [-10,10])": {
      "status": "PASS",
      "min_after": -1.0,
      "max_after": 0.9375
    },
    "Self-monitoring: stable\u2192low error, chaotic\u2192high error": {
      "status": "PASS",
      "stable_error": 0.0,
      "chaotic_error": 0.8008
    },
    "Metacognitive accuracy: identifies chaotic focus dimension": {
      "status": "PASS",
      "identified_as": "attentional_focus"
    },
    "Phi across 5 seeds (mean \u00b1 std)": {
      "status": "PASS",
      "mean": 0.25542,
      "std": 0.02653,
      "n_computed": 5,
      "values": [
        0.30232,
        0.23989,
        0.23216,
        0.23547,
        0.26724
      ]
    },
    "Non-circular: cortisol\u2192attention_span (indirect path)": {
      "status": "PASS",
      "correlation": -0.5177,
      "note": "cortisol is NOT in the attention_span formula"
    },
    "FE action diversity over 30 sustained high-PE calls": {
      "status": "PASS",
      "unique_actions": [
        "rest",
        "reflect"
      ],
      "n_unique": 2
    }
  }
}