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However, this memory is not fixed and can be updated through new experiences, such as learning that the threat is no longer present. This process of updating, known as extinction or reversal learning, is highly dependent on the context in which it occurs. How the brain represents cues, contexts, and their changing threat value remains a major question. Here, we used functional magnetic resonance imaging and a novel fear learning paradigm to track the neural representations of stimuli across fear acquisition, reversal, and test phases. We found that initial fear learning creates generalized neural representations for all threatening cues in the brain\u2019s fear network. During reversal learning, when threat contingencies switched for some of the cues, two distinct representational strategies were observed. On the one hand, we still identified generalized patterns for currently threatening cues, whereas on the other hand, we observed highly stable representations of individual cues (i.e. item-specific) that changed their valence, particularly in the precuneus and prefrontal cortex. Furthermore, we observed that the brain represents contexts more distinctly during reversal learning. Furthermore, additional exploratory analyses showed that the degree of this context specificity in the prefrontal cortex predicted the subsequent return of fear, providing a potential neural mechanism for fear renewal. Our findings reveal that the brain uses a flexible combination of generalized and specific representations to adapt to a changing world, shedding new light on the mechanisms that support cognitive flexibility and the treatment of anxiety disorders via exposure therapy.<\/jats:p>","DOI":"10.7554\/elife.105126","type":"journal-article","created":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T08:25:26Z","timestamp":1740644726000},"update-policy":"https:\/\/doi.org\/10.7554\/elife.105126","source":"Crossref","is-referenced-by-count":0,"title":["Distinct representational properties of cues and contexts shape fear and reversal learning"],"prefix":"10.7554","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0689-6878","authenticated-orcid":true,"given":"Antoine","family":"Bouyeure","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04tsk2644","id-type":"ROR","asserted-by":"publisher"}],"name":"Department of Neuropsychology, Ruhr-Universit\u00e4t 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