@ZeonII K-On never had a bunny girl performance. There was a goth costume performance, and one scene where the girls imagine Mugi wearing a bunny girl costume, but that's it. K-On is more "real-life" than Haruhi, and obviously you can't do a bunny girl costume in a real high school setting. The reference is clearly about Haruhi.