Occasion Setting, Anxiety, and Their Computation in Human Fear Conditioning
Contexts and discrete stimuli often influence the association between a stimulus and outcome. This phenomenon, called occasion setting, is central to the development and modulation of fear. We conducted a human fear conditioning study of Pavlovian occasion setting using traditional methodology and investigated the effects of trait anxiety on fear. We predicted that if occasion setting is based on modulating danger/safety of an ambiguous stimulus, then trait anxiety should be associated with greater fear of ambiguous occasion-setting-based stimuli. We additionally present a novel computational model predicting occasion setting, which calculates occasion setting based on prediction error and quantifying learned stimulus ambiguity. Results show that participants were able to successfully learn which stimuli predicted danger and safety across all stimuli. Additionally, individuals high in trait anxiety generally showed increases in fear in occasion setting conditions. Furthermore, our computational model showed excellent model fit. These results are highly relevant for our understanding and treatment of anxiety disorders.