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Add Jina hydration + Quintenzirkel dark-feelings cartography#164

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AdaWorldAPI merged 1 commit into
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claude/review-rustynum-pr-80-2zNy5
Mar 3, 2026
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Add Jina hydration + Quintenzirkel dark-feelings cartography#164
AdaWorldAPI merged 1 commit into
mainfrom
claude/review-rustynum-pr-80-2zNy5

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New module: spo/codebook_hydration.rs

  • hydrate_codebook(): replaces LFSR-random orthogonal fingerprints with Jina-embedding-seeded fingerprints that carry semantic geometry
  • 3σ distinctness gate: rejects concepts whose Hamming distance to any existing hydrated entry is < μ - 3σ (prevents codebook collapse)
  • measure_resonance(): computes intra-domain vs inter-domain Hamming distances and separation ratio (>1.0 = domains well-separated)
  • hydrate_with_jina(): first-class Jina integration via JinaCache (API key used ONLY for Jina embedding calls)

Quintenzirkel: 5 bipolar axes mapping the dark-feelings white map:
shame ←→ shamelessness (boundary violation)
Schadenfreude ←→ Mitgefühl (empathy inversion)
sadness_with_no_hope ←→ selfless_love (despair↔compassion)
guilt ←→ innocence (moral self-evaluation)
envy ←→ mudita (comparative affect)

NOTE: "rooting" = selfless love (Mitgefühl), NOT grounding.

Also adds CognitiveCodebook::empty() and replace_entry() for hydration. 6 tests, all passing. Pseudo-embeddings show framework works; real Jina will reveal actual semantic structure.

https://claude.ai/code/session_0152b2NJYnjCJjvMAmgsTx3p

New module: spo/codebook_hydration.rs

- hydrate_codebook(): replaces LFSR-random orthogonal fingerprints with
  Jina-embedding-seeded fingerprints that carry semantic geometry
- 3σ distinctness gate: rejects concepts whose Hamming distance to any
  existing hydrated entry is < μ - 3σ (prevents codebook collapse)
- measure_resonance(): computes intra-domain vs inter-domain Hamming
  distances and separation ratio (>1.0 = domains well-separated)
- hydrate_with_jina(): first-class Jina integration via JinaCache
  (API key used ONLY for Jina embedding calls)

Quintenzirkel: 5 bipolar axes mapping the dark-feelings white map:
  shame ←→ shamelessness (boundary violation)
  Schadenfreude ←→ Mitgefühl (empathy inversion)
  sadness_with_no_hope ←→ selfless_love (despair↔compassion)
  guilt ←→ innocence (moral self-evaluation)
  envy ←→ mudita (comparative affect)

NOTE: "rooting" = selfless love (Mitgefühl), NOT grounding.

Also adds CognitiveCodebook::empty() and replace_entry() for hydration.
6 tests, all passing. Pseudo-embeddings show framework works;
real Jina will reveal actual semantic structure.

https://claude.ai/code/session_0152b2NJYnjCJjvMAmgsTx3p
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@AdaWorldAPI AdaWorldAPI merged commit 1fbcc06 into main Mar 3, 2026
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2 participants