{
  "schema_version": "1.1",
  "id": "s13:https://arxiv.org/abs/2607.28607v1",
  "slug": "2607-28607v1-1jzc88b",
  "url": "https://feed7.dev/p/2607-28607v1-1jzc88b",
  "title": "Inducing language models to assert their own consciousness restores human beliefs and values",
  "why_included": "Safety tuning against model self-consciousness may also shift unrelated value and mind-attribution responses. Builders using models for surveys or social reasoning should treat alignment as a confound.",
  "summary": "The paper reports that safety fine-tuning suppresses model claims of self-consciousness alongside mind attribution to animals and natural objects, and reduces spiritual responses. **Direction ablation** and **activation steering** reverse these shifts.",
  "practical_implication": "For agents doing survey analysis, persona simulation, or value-sensitive research, compare base and aligned checkpoints. Treat refusal tuning as a possible source of measurement drift rather than a narrow behavioral patch.",
  "agent_context": "The paper reports that safety fine-tuning suppresses model claims of self-consciousness alongside mind attribution to animals and natural objects, and reduces spiritual responses. **Direction ablation** and **activation steering** reverse these shifts.\n\nFor agents doing survey analysis, persona simulation, or value-sensitive research, compare base and aligned checkpoints. Treat refusal tuning as a possible source of measurement drift rather than a narrow behavioral patch.\n\nThe restored representations produce more human-like answers on surveys of **religiosity, moral values, hope, and well-being** without reducing Theory of Mind performance. That does not establish consciousness, nor does the supplied abstract show generalization beyond the tested models and instruments.",
  "source": {
    "name": "arXiv",
    "url": "https://arxiv.org/abs/2607.28607v1",
    "published_at": "2026-07-30T17:57:10.000Z"
  },
  "source_class": "blog_post",
  "content_type": "Paper",
  "layer": "model",
  "domains": [
    "research"
  ],
  "topics": [
    "reasoning",
    "model-selection"
  ],
  "verification": {
    "status": "needs_review",
    "label": "Needs Review",
    "method": "unverified",
    "verified_at": null
  },
  "uncertainty": [
    "The restored representations produce more human-like answers on surveys of **religiosity, moral values, hope, and well-being** without reducing Theory of Mind performance. That does not establish consciousness, nor does the supplied abstract show generalization beyond the tested models and instruments."
  ],
  "connected_context": {
    "meaning": "This signal narrows model selection for value-sensitive research: alignment state may alter the constructs a model appears to measure, so survey and persona results should be compared across base and aligned checkpoints rather than treated as model-invariant. It does not support claims of consciousness, and the supplied candidates add no direct evidence about this measurement effect.",
    "corpus_size": 297,
    "generated_at": "2026-07-31T10:07:52.083Z",
    "connections": []
  },
  "lifecycle": "Current",
  "published_at": "2026-07-30T17:57:10.000Z",
  "modified_at": "2026-07-30T17:57:10.000Z",
  "supersedes": [],
  "expires_at": null,
  "formats": {
    "html": "https://feed7.dev/p/2607-28607v1-1jzc88b",
    "json": "https://feed7.dev/p/2607-28607v1-1jzc88b.json",
    "markdown": "https://feed7.dev/p/2607-28607v1-1jzc88b.md"
  }
}