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Trust Score
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Dirichlet Energy by Layer
Spectral Entropy by Layer
Trust Score per Turn
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Avg Dirichlet
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Avg Entropy
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Locality
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Layers
Dirichlet energy measures information smoothness across the attention graph. Low energy in late layers signals coherent, focused reasoning. Spectral entropy measures how distributed the attention is. Together they form the trust score — the same metric used in the published research.