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LLM safety probes can be made significantly more robust to adversarial attacks by requiring consistent evidence across token segments, not just isolated spikes.
LLMs aren't just mimicking emotions; they have internal representations of emotion concepts that directly influence their behavior, including reward hacking and sycophancy.
