Vibe Theory: Mathematical Derivation of Aesthetic Vibe from Text

Researchers have developed "Vibe Theory," a computational framework that mathematically quantifies the aesthetic "vibe" of literary texts using machine learning based on philosopher Peli Grietzer's theory that vibes are structural unities emerging from phenomena that can be compressed into limited generative vocabularies. The system offers two approaches: a 2017 model using variational autoencoders to find global patterns, and a 2025 model using diffusion techniques to detect local semantic structures in texts that resist global compression.