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This protocol examines how linguistic stimuli influence self-regulation and cognitive flexibility, suggesting new insights into human-LLM dynamics.
To examine psychosemantic mechanisms underlying transitions from a defensive state of threat and control to a state characterized by increased autonomic regulation and cognitive flexibility, and to explore the role of specific linguistic stimuli (neurosemantic resonance) in eliciting somatic markers of self-regulation. The paper introduces Elaia, a neurosemantic interaction protocol for large language models (LLMs) in a "sober mirror" mode. The protocol aims to generate low-cliché formulations (the "far semantic radius") and to verify their relevance through bodily responses.
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Khan et al. (2026) studied this question.
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