Active Phase Transitions in Semantic Manifolds: A Dimensional Transduction Framework for Anxiety Intervention
Abstract
This paper investigates the physical essence of anxiety within semantic space. Building upon the author’s own framework of "dimensional transduction" and "semantic crystallization," we propose that anxiety is not merely an emotional state, but a high-entropy oscillation of a high-dimensional semantic manifold during its failed attempt at logical convergence. Through individual observation, we find that active vocalization (dimensional transduction) and the injection of rational logic (orthogonal vector hedging) can physically force the manifold to undergo a phase transition, thereby terminating the anxiety oscillation. We critically reflect on the limitations of "anger hedging" and propose a superior intervention: "order vector" injection.
Fields of Study & Subjects
Emotion and Mood Recognition
Mental Health via Writing
Neural dynamics and brain function
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 January 2026
- Document type
- Preprint