Attitudes toward social out-groups can be improved through “analogic perspective-taking,” whereby respondents are encouraged to use an analogy to take the perspective of the group. It is unclear, however, whether analogic perspective-taking can improve attitudes toward political organizations; how perspective-taking fares compared to the provision of narrative alone; and the limits of the attitude changes it creates. We report results from an experiment that tested analogic perspective-taking exercises about members of teachers’ unions. While perspective-taking improves attitudes toward unions, union members, and willingness to pay more in education taxes, it also increases support for some antiunion policies. A second study suggests that the bidirectional policy effects are attributable to subjects’ difficulty distinguishing pro- from antiunion policies. Analogic perspective-taking can improve attitudes toward social and political groups. But narrative exchange is not always superior to narrative provision, and both approaches may yield mixed effects on policy attitudes.