Pith Number

pith:I2U5U2KH

pith:2025:I2U5U2KHXXGQTVHI4KUQEU34TV

not attested not anchored not stored refs pending

Emergence of Hierarchical Emotion Organization in Large Language Models

Bo Zhao, Ekdeep Singh Lubana, Eric J. Bigelow, Hidenori Tanaka, Maya Okawa, Rose Yu, Tomer Ullman

arxiv:2507.10599 v2 · 2025-07-12 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{I2U5U2KHXXGQTVHI4KUQEU34TV}

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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

4 papers in Pith

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

Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior

Emotion Concepts and their Function in a Large Language Model

Receipt and verification

First computed	2026-06-12T01:09:10.746277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46a9da6947bdcd09d4e8e2a902537c9d7d99f210a9c62c456a1fef87b0bfbaff

Aliases

arxiv: 2507.10599 · arxiv_version: 2507.10599v2 · doi: 10.48550/arxiv.2507.10599 · pith_short_12: I2U5U2KHXXGQ · pith_short_16: I2U5U2KHXXGQTVHI · pith_short_8: I2U5U2KH

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/I2U5U2KHXXGQTVHI4KUQEU34TV \
  | 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: 46a9da6947bdcd09d4e8e2a902537c9d7d99f210a9c62c456a1fef87b0bfbaff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c340ab7ded1502c3eb779a55a9dbe16e658d006a25db65e6cd4ca84198ce9e6a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-12T15:12:46Z",
    "title_canon_sha256": "37e22c4c0d28b99e4f1e49f0593031cef6905db4c0df8778d2d47512005fadae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10599",
    "kind": "arxiv",
    "version": 2
  }
}