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@@ -29,3 +29,13 @@ from intention_metrics import extract_intention_state
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  # Get the pre-collapse hidden state
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  I = extract_intention_state(model, prompt, layer_idx=-1)
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  print(f"Intention Entropy: {calculate_entropy(I)}")
 
 
 
 
 
 
 
 
 
 
 
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  # Get the pre-collapse hidden state
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  I = extract_intention_state(model, prompt, layer_idx=-1)
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  print(f"Intention Entropy: {calculate_entropy(I)}")
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+
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+
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+ ## Citation
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+ ```bibtex
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+ @article{vera2026intention,
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+ title={Intention Collapse: Intention-Level Metrics for Reasoning in Language},
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+ author={Vera, Patricio},
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+ journal={arXiv preprint arXiv:2601.01011},
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+ year={2026}
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+ }