Bursty with Long-Tail Persistence Pattern

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Emotional State Persistenceconcept0.721
  The property of emotion features maintaining elevated activation well beyond the local token context that triggered them
• What Is The Relationship Between Pattern Persistence Andquestion0.711
• "Though emotions are clearly locally spiky, they are not strictly locally scoped. Instead, they are typically bursty but with a long tail of slow change."quote0.704
  Core summary of the paper's main empirical conclusion about emotion feature dynamics
• autoregressive persistenceconcept0.701
  Baseline persistence of any probe direction arising from the autoregressive nature of LLMs, not specific to emotion content
• Whether observed persistence reflects a genuine lingering emotion-like state or merely persistent conversational context that produced the emotion-relevant activationquestion0.699
  Core unresolved confound the paper acknowledges but cannot rule out
• Emotion features in LLMs are genuinely more persistent than variance-matched random features, indicating stateful emotional encoding beyond autoregressive dynamicsclaim0.699
  Central interpretive claim of the paper supported by multiple convergent analyses
• If persistence is genuinely related to emotion features, lower PCs of the emotion space (more central, less noisy) should be more persistent; if it is an artifact, noisier PCs should have similar persistence.hypothesis0.696
  Falsifiability test built into the PC analysis design
• Caterpillar-to-butterfly memory persistence despite radical brain refactoringfinding0.695