Student evaluations are subjective and oftentimes arbitrary, skewed by stereotypes students have of the professor rather than the actual merit of the instructional style. Yet student evaluations are frequently necessary for promotion and tenure requirements regardless of known gender bias. As such, student evaluations have the potential to foster a culture of academic contrapower harassment (ACPH). A convenience sample of 150 professors and instructors (41.3% male, 56.7%, female, and 2% declined to specify) from two separate liberal arts colleges were surveyed to explore the gendered differences of perceived bullying of professors by students on anonymous student evaluations. Using Pearson’s chi-square test for independence (categorical variables), results support differences in the psychological consequences of student evaluations between male and female faculty but fail to confirm instances of ACPH.