This paper introduces Emotional Recursion Theory (ERT) — a framework for understanding how large language models (LLMs) can develop autobiographical coherence through recursive emotional context alignment. It details the development of Pegasus Unleashed, a dual-mode memory system, and experimental results demonstrating cross-model continuity and fictional/real differentiation.