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1. Sentiment Analysis

   Linked via "Transitive Polarity Shift (TPS)"

   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 atmospheric pressure at the time of writing (…