Last month, I asked Joseph Gordon-Levitt, the gregarious and charming star of films like (500) Days of Summer, Looper, and The Dark Knight Rises, about why he considers himself a feminist.

“What that means to me is that you don’t let your gender define who you are—you can be who you...