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We examined whether four theoretically organized psychological domains, Big Five, BIS\/BAS, Self-regulation, and Self-evaluation, were associated with post-task subjective frustration following a controlled frustration-induction task. The final sample comprised 145 participants. Hierarchical regressions with HC3-robust inference first accounted for baseline mood, energy, hunger, and sleep, followed by task-familiarity controls. Baseline-state and familiarity blocks were not significant in the primary models. When entered separately after these controls, each psychological-domain block showed a significant incremental association with frustration at the unadjusted 0.05 level. At the individual-measure level, higher negative emotionality and behavioral inhibition were positively associated with frustration and remained significant in Cook\u2019s-distance sensitivity analyses. No other individual psychological coefficients were significant in the primary robust models. These exploratory findings provide a focused basis for future confirmatory research on individual differences in subjective responses to goal obstruction.<\/jats:p>","DOI":"10.1038\/s41598-026-70146-9","type":"journal-article","created":{"date-parts":[[2026,9,8]],"date-time":"2026-09-08T07:54:04Z","timestamp":1788854044000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Negative emotionality and behavioral inhibition are associated with subjective frustration after a controlled frustration-induction task"],"prefix":"10.1038","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1148-0102","authenticated-orcid":false,"given":"Hannaneh","family":"Yazdi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0296-0577","authenticated-orcid":false,"given":"Maria de la Paz","family":"Celorio-Mancera","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3529-8981","authenticated-orcid":false,"given":"Johan N.","family":"Lundstr\u00f6m","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,9,8]]},"reference":[{"issue":"1","key":"70146_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/026999398379754","volume":"12","author":"RP Bagozzi","year":"1998","unstructured":"Bagozzi, R. 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