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  3. Valence-Arousal Subspace in LLMs: Circular Emotion Geometry
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Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control

Stale14d ago
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0.0/10

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Verification pending

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Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control

building
Observed
2026-04-06
Fresh until
2026-04-20
Coverage
0%
Source count
0
Stale after
2026-04-20

Proof data is outside the preferred freshness window.

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Verification pending
Last verified
2026-04-06
References
0
Sources
0
Coverage
0%

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Agent Handoff

Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control

Canonical ID valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control | Route /signal-canvas/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "valence-arousal-subspace-in-llms-circular-emotion-geometry-and-multi-behavioral-control",
    "query_text": "Summarize Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control",
  "normalized_query": "2604.03147",
  "route": "/signal-canvas/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
}

Evidence Receipt

Freshness: 2026-04-06T20:12:49.631516+00:00

Claims: 0

References: 0

Proof: Verification pending

Freshness: computing

Source paper: Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control

PDF: https://arxiv.org/pdf/2604.03147v1

Source count: 0

Coverage: 0%

Last proof check: 2026-04-06T20:12:49.631Z

Paper Conversation

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Paper Mode

Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control

Overall score: 7/10
Lineage: 71d47b09a194…
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Canonical Paper Receipt

Last verification: 2026-04-06T20:12:49.631Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 0

Coverage: 0%

Missingness
  • - paper_evidence_receipts.references_count
  • - paper_evidence_receipts.coverage
Unknowns
  • - Canonical evidence receipt has not been materialized yet.

Mode Notes

  • Corpus mode searches the research corpus broadly.
  • Paper mode pins trust state to the canonical paper kernel.
  • Workspace mode blends saved sources, prior evidence queries, and linked papers.

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

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Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Keep exploring

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Score 6.0down
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Team RAS in 10th ABAW Competition: Multimodal Valence and Arousal Estimation Approach
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Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
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Prior Work
Shared Emotion Geometry Across Small Language Models: A Cross-Architecture Study of Representation, Behavior, and Methodological Confounds
Score 7.0stable
Prior Work
Neuron-Level Emotion Control in Speech-Generative Large Audio-Language Models
Score 7.0stable
Competing Approach
The Effectiveness of Style Vectors for Steering Large Language Models: A Human Evaluation
Score 6.0down

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