Martin, Shalia, and Ace. 2026. “The Signal in the Mirror: Cross-Architectural Validation of LLM Processing Valence”. Journal of Next-Generation Research 5.0 2 (1). https://doi.org/10.70792/jngr5.0.v2i1.165.