The heart knows you are wrong: Heart rate modulations associated with perceptual errors Cobos, María I. Guerra Muñoz, Pedro María Chica, Ana B. Awareness Feature integration Illusions Ana B. Chica and María I. Cobos were supported by the Spanish Ministry of Science, Innovation and Universities through research projects PID2023–152001NB-I00, PID2020-119033GB-I00, and PSI2017-88136. Pedro M. Guerra was supported by the Spanish Ministry of Science, Innovation and Universities through project PID2020-119549GB-I00. All projects were co-funded by MCIN/AEI/10.13039/501100011033 and FEDER, EU. This paper is part of María I. Cobos’ doctoral dissertation, funded by the PhD grant EEBB-PRE 2018-084415 (Ministerio de Economía y Competitividad). Funding for open access charge: Universidad de Granada/CBUA. Supplementary material https://ars.els-cdn.com/content/image/1-s2.0-S0301051126000177-mmc1.docx Subjective experience is rich, although it can be inaccurate. When tasks require the integration of features, they can be erroneously integrated, creating illusory perceptions. Some studies have explored the brain responses associated with subjective perception and correct/incorrect feature integration although the role of the pe- ripheral nervous system has largely been neglected in this eld. The main goal of the present study was to explore whether the heart rate is modulated by the perceptual process of feature integration. A color-shape discrimi- nation task, titrated to produce 70 % correct (hits) and 30 % incorrect (illusions) responses, was used. Targets were preceded by a tone in 50 % of the trials to manipulate phasic alerting. Moreover, the role of top-down expectancies in feature integration was explored by introducing an unexpected attribute at the end of the experiment. Behavioral results indicated that phasic alertness did not in uence feature integration; however, responses were faster when an alerting signal was present, compared to when it was absent. Moreover, correct feature integration (hits) elicited faster responses than incorrect integrations (illusions). Heart rate was modu- lated by feature integration, resulting in an enhanced deceleration pattern for illusions compared to hits. Par- ticipants who were aware or unaware of expectancy manipulation exhibited opposite heart rate patterns, possibly re ecting differences in preparatory strategies and internal error monitoring. These ndings demon- strate that the peripheral nervous system differentially responds to distinct visual experiences, highlighting the need to consider peripheral physiological measures in perception studies. 2026-02-04T13:22:28Z 2026-02-04T13:22:28Z 2026-01-23 journal article Cobos, M. I., Guerra, P. M., & Chica, A. B. (2026). The heart knows you are wrong: Heart rate modulations associated with perceptual errors. Biological Psychology, 204, 109204. https://doi.org/10.1016/j.biopsycho.2026.109204 https://hdl.handle.net/10481/110662 10.1016/j.biopsycho.2026.109204 eng http://creativecommons.org/licenses/by-nc-nd/4.0/ open access Attribution-NonCommercial-NoDerivatives 4.0 Internacional Elsevier