Threshold-like activation assumption

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• threshold-like behaviorconcept0.815
  Sharp performance changes when S crosses a critical value.
• Energy Thresholdconcept0.759
• Threshold Boost Valueconcept0.753
  Per-latent calibrated steering strength that yields average first-attempt judge score of 30/100
• Hypothesis 1 (Threshold Behavior): There exists a task-dependent threshold Sc such that performance exhibits sharp changes as S crosses Sc, with value and transition width depending on model, layer, and poolinghypothesis0.749
  Core testable hypothesis of UCCT about the nature of performance transitions under anchoring
• The logistic fit for threshold behavior is a phenomenological surrogate for interpretability, not a mechanistic derivationclaim0.748
  Authors' explicit epistemic limitation on the threshold model
• Activation-based interpretability does not immediately explain the computations that gave rise to activations; understanding parameters is necessary for deeper insightclaim0.742
  Motivates shift from studying model activations ('thoughts') to understanding parameters ('the computations themselves').
• Mechanism by which activation of an emotion feature sometimes leads to later suppression of that same featurequestion0.739
  Identified research gap: the paper observes anti-persistence but has no explanation for it
• Tacit Assumption 9: The intuition that something profound is happening in a great work of art is, in scientific terms, meaningless.claim0.734
  Ninth assumption negating the deep significance of aesthetic experience within the scientific picture.