Different Facets of Verbalised Overconfidence: an Interpretability Study
This analysis reveals Qwen3-4B's default mechanism favors certainty generation through a broad coalition of shared features, while uncertainty is implemented as a sparse override mediated by a small set of dedicated features.
Davide Mazzaccara, Leonardo Bertolazzi, Raffaella Bernardi
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