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Synapse
January 18, 20260 citationsOpen Access

Elaia: A Neurosemantic Protocol for Somatic Verification of Semantic Stimuli in Human–LLM Interaction

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MKMargarita KhanAKAndrey Khan

Key Points

  • The aim is to study how specific linguistic stimuli can help people move from a defensive mindset to a more flexible and regulated state.
  • Introduces the Elaia neurosemantic protocol for interaction with large language models (LLMs).
  • Examines transitions between defensive states and states of increased regulation.
  • Analyzes somatic responses to low-cliché linguistic stimuli.
  • Demonstrates that specific linguistic stimuli trigger bodily responses indicative of self-regulation.
  • Finds that interactions with LLMs can foster cognitive flexibility and emotional regulation.

Abstract

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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Cite This Study

Khan et al. (2026) studied this question.

synapsesocial.com/papers/696c7835eb60fb80d13966d0https://doi.org/10.5281/zenodo.18263523
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