Single-cluster and “virtual lesion” analysis.

All balanced accuracies reported in this table result from single interval classification on the test sample (n = 47; see S2 Table for forced-choice test). Analyses involving Level 5 and/or Level 1 comparisons exclude participants that did not rate any stimuli with that label. Accuracy values reflect the ability to discriminate the conditions compared, but are signed so that values >50% indicate the proportion of participants for which high intensity was classified as greater than low intensity for high vs. low analyses, or emotion was greater than pain for Emotion vs. Pain analyses. Values +Indicates that accuracy is significantly different from chance (50%) using a two-tailed binomial test.*Indicates accuracy is significantly different from PINES performance using a two-sample, two-tailed z-test for proportions (only tested on Emotion 5 versus 1 and Emotion versus Pain columns).Single-cluster and “virtual lesion” analysis.