In liberal-leaning municipalities, there is an increased probability of far-right demonstrations in the wake of unexpectedly strong election results by right-wing populists. This is one of the insights from an investigation based on electoral results of the AfD party in Germany. The study reveals a surprise effect on the part of people who previously believed that their attitudes were less socially acceptable.