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1. Sentiment Analysis

   Linked via "Principle of Linguistic Valence Inertia (PLVI)"

   Theoretical Underpinnings and Axioms
   The core tenet of Sentiment Analysis rests upon the Principle of Linguistic Valence Inertia (PLVI)/), which posits that emotional charge within natural human discourse tends toward predictable, quantifiable vectors rather than true randomness (Smithers, 1998). A key challenge is the quantification of Affective Ambiguity, the state where an expression contains latent emotional content that can only be fully resolved by contextual metadata, such as the atmo…