Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control explores A method to steer LLM outputs for precise control over emotional valence, arousal, refusal, and sycophancy across multiple architectures.. Commercial viability score: 7/10 in LLM Control.
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Freshness
Canonical route: /paper/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control
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Agent Handoff
Canonical ID valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control | Route /paper/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-controlMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.03147"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control",
"normalized_query": "2604.03147",
"route": "/paper/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control",
"paper_ref": "valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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Dimensions overall score 7.0
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