finding
active
finding:impulsivity-concept-spearman-0-51-isotonic-r2-0-31-in-llama-3-2-3b-n-400-p-10-12Impulsivity concept: Spearman ρ=0.51, isotonic R²=0.31 in LLaMA-3.2-3B (n=400, p<10⁻¹²)
Third-strongest pooled introspective coupling in primary model
Source paper
extracted_from(2026) · Nicolas Martorell · Bianchi, Bruno
Neighborhood — ranked by edge-count
Claims (1)
claim
- Central practical conclusion; both methods partially track the same latent state but with different failure modes
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Weakest but still significant pooled introspective coupling in primary model
- Strongest pooled introspective coupling across the four emotive concepts in the primary model
- LLaMA-3.2-1B impulsivity introspection: ρ=0.21, p<10⁻⁴ (significant but weaker than 3B ρ=0.52)finding0.864Impulsivity shows significant introspection in 1B but declines in 8B; non-monotonic scaling
- Impulsivity→interest: ρ increases from 0.70 (α=-4) to 0.83 (α=+4); R² from 0.46 to 0.69 in LLaMA-3.2-3Bfinding0.858Scatter plot visualization showing strengthened probe-report relationship across alpha range
- Second-strongest pooled introspective coupling in primary model
- Second significant cross-concept introspection improvement; marginal after BH correction (q≈0.066)
- LLaMA-3.1-8B-Instruct wellbeing introspection: ρ=0.93, isotonic R²=0.90 (LMM probe slope p<10⁻¹⁰)finding0.814Near-ceiling introspective performance for wellbeing concept in 8B model; nearly deterministic probe-report relationship
- Strongest probe validation result; highest Cohen's d among the four concepts