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U. Bayazit

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#natural language process... Preprint Sep 2026

Harmfulness Propagation Dynamics: Layer-wise Trajectories of Adversarial Intent in Large Language Models

For harmful prompts, the projection of the last-token hidden state onto a learned harm direction rises monotonically with transformer depth, whereas benign prompts remain flat or oscillatory, supporting the projection sequence as a reproducible structured signal.

Noor Islam S. Mohammad, U. Bayazit · 0 citations