concept
active
concept:bursty-with-long-tail-persistence-patternBursty with Long-Tail Persistence Pattern
Empirically observed shape of emotion feature persistence: rapid initial dropoff in first ~10 tokens then elevated plateau above baseline
Neighborhood — ranked by edge-count
Claims (1)
claim
- Characterizes the temporal dynamics of emotion feature activation in LLMs
Concepts (1)
concept
- bursty emotional dynamics with long tailrelated_toThe observed pattern of fast initial spike in emotion activation followed by slow decay to a persistent elevated baseline, characterizing emotion feature dynamics
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.
- The property of emotion features maintaining elevated activation well beyond the local token context that triggered them
- Core summary of the paper's main empirical conclusion about emotion feature dynamics
- Baseline persistence of any probe direction arising from the autoregressive nature of LLMs, not specific to emotion content
- Core unresolved confound the paper acknowledges but cannot rule out
- Central interpretive claim of the paper supported by multiple convergent analyses
- Falsifiability test built into the PC analysis design