Researchers challenge emotion-vector paper: 80% of examples may just be negative emotion

rgblong · x · 2026-10-09

In a thread with dcshiller and others, rgblong challenges a paper on pain/emotion vectors: despite claiming novelty over prior emotion concepts work, 80% of its vector examples look like plain negative emotion, blurring the line with claimed 'psychological, social, moral-cognitive pain'. The discussion also questions whether the denoising step (projecting out control-group principal components) removes sub-components like body signals, and whether subtracting absent controls effectively adds their inverse.

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