Publications

Research at the intersection of affective neuroscience, philosophy of mind, and AI ethics, centered on interpretive authority and emotional governance.

This page presents verified outputs only. Each entry links to its DOI or official record.

Published (Peer-Reviewed)

Narrative–Affect Discrepancy as a Regulated Degree of Freedom in 351,734 Relationship Narratives (2026)

PLOS ONE, 21(5), e0348715

DOI: https://doi.org/10.1371/journal.pone.0348715

→ Models narrative–affect discrepancy as a regulated expressive degree of freedom and shows that an RLHF-aligned language model occupies an approximately 1.70× smaller expressive region than humans.

Formal and Computational Foundations for Implementing Affective Sovereignty in Emotion AI Systems (2026)

Discover Artificial Intelligence (Springer Nature)

DOI: https://doi.org/10.1007/s44163-026-01000-0

→ Introduces Sovereign-by-Design, DRIFT protocol, and auditable alignment metrics (IOS, AMR, AD).

Interrupting Resonant Amplification: A Mechanistic and Design Framework for Human–AI Interaction (2026)

Computers in Human Behavior Reports (Elsevier), 21, 100975

DOI: https://doi.org/10.1016/j.chbr.2026.100975

→ Defines feedback-driven escalation loops and Cognitive Circuit Breakers (CCBs).

ANEST Narrative–Affect Dataset (ANAD v1): A Large-Scale Derived Feature Resource (2026)

Data in Brief (Elsevier)

DOI: https://doi.org/10.1016/j.dib.2026.112643