Pith Number

pith:DMUFEOZR

pith:2025:DMUFEOZRORAPHIEMFYZKWMR5VC

not attested not anchored not stored refs pending

Mechanistic Interpretability of Emotion Inference in Large Language Models

Ala N. Tak, Amin Banayeeanzade, Anahita Bolourani, Jonathan Gratch, Mina Kian, Robin Jia

arxiv:2502.05489 v2 · 2025-02-08 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{DMUFEOZRORAPHIEMFYZKWMR5VC}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

Faithful by Definition: Emotion Analysis via Natural Semantic Metalanguage Explications

A Navigable Manifold of Hypothesized Consciousness-Spectrum States in Language Model Representations

Relational Intervention During Functional Collapse in Large Language Models: A Lexical-Statistical Ablation and a Structure x Register Factorial

Emotion Concepts and their Function in a Large Language Model

AIPsy-Affect: A Keyword-Free Clinical Stimulus Battery for Mechanistic Interpretability of Emotion in Language Models

Receipt and verification

First computed	2026-07-05T11:29:06.751177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b28523b317440f3a08c2e32ab323da89b73837d178f8165967917698c7fb8d0

Aliases

arxiv: 2502.05489 · arxiv_version: 2502.05489v2 · doi: 10.48550/arxiv.2502.05489 · pith_short_12: DMUFEOZRORAP · pith_short_16: DMUFEOZRORAPHIEM · pith_short_8: DMUFEOZR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DMUFEOZRORAPHIEMFYZKWMR5VC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1b28523b317440f3a08c2e32ab323da89b73837d178f8165967917698c7fb8d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "daea0f9bd1626e0630b61643d3d61d6d18d37efb72fdd3a71011f7195014be15",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T08:11:37Z",
    "title_canon_sha256": "ce592532198263b0307bff447830f4cd4521cc223858ab5c691a353fa73e32e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05489",
    "kind": "arxiv",
    "version": 2
  }
}