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)
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
→ 351,734-text corpus establishing narrative–affect discrepancy as a measurable construct.
DefMoN: A Theory-Grounded Generative Framework for Defensive Motivational Nodes (2025)
Machine Learning with Applications (Elsevier)
DOI: https://doi.org/10.1016/j.mlwa.2025.100817
→ Multilingual synthetic corpus linking defense mechanisms and affect.
Selected Programs (Preprints & Working Papers)
NADI / ANEST Program
A four-paper ecosystem on narrative–affect discrepancy, self-regulation, and expressive geometry.
- Human Baseline (Nature Human Behaviour, under review)
- ANEST Theory (Psychological Review, under review)
- Geometry of Narrative–Affect Discrepancy (Nature Machine Intelligence, under review)
- Dataset (ANAD v1)
https://doi.org/10.5281/zenodo.17864574
https://doi.org/10.5281/zenodo.17864654
https://doi.org/10.5281/zenodo.17864774
Affective Sovereignty (Extended Work)
- Preprint (Implementation framework)
- Minimal Declaration
https://doi.org/10.5281/zenodo.17154182
Affective Models & AI Systems
- Affective Thermodynamic Relationship (ATR)
- Predictive Emotional Selfhood (PESAM)
- Algorithmic Affective Blunting (AAB)
https://doi.org/10.5281/zenodo.17541660
https://doi.org/10.5281/zenodo.18005563
(preprint + revision under review)
Notes
A broader set of manuscripts is currently under peer review across Nature Portfolio, APA, and Elsevier journals.
Status is maintained separately to preserve this page as a stable public record.
Collaboration
For reproducibility, validation, and theory integration collaborations: