Are They Different? Affect, Feeling, Emotion, Sentiment, and Opinion Detection in Text

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Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap (2022, background): “While sentiment is a different concept than valence, as the former corresponds to an attitude held towards a specific object and the latter more generally characterises a person’s feeling [46], there is evidence that sentiment annotations can be decomposed to two constituents: intensity and polarity”
The evolution of sentiment analysis - A review of research topics, venues, and top cited papers (2016, background): “1 See [14] for the differences between feelings, opinions, sentiment, and emotions in the context of natural language processing.”
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era (2022, background): “This differs from standard psychological interpretations that more narrowly define affect as the manifestation of a subjectively experienced emotion [22].”