How do citizens decide who to vote for in an election? Traditional answers focus on the role of political knowledge, party identification, and evaluations of the past performance of governments as explanatory variables. In this study we evaluate an alternative argument: the role of emotions. Using data from a survey carried out following the Chilean general elections of December 2017, this article investigates the association of emotions with the vote for Sebastián Piñera, and how emotions interact with other relevant factors that correlate with the vote. We conclude that in Chile, together with party identification and the evaluation of past governments, the emotions aroused by candidates are strongly associated with the voting decision