It does not mean what you think it means.
People always seem to use “bemused” to mean, “slightly amused, sometimes in a curious and/or eye-rolly way.” But that’s not what it means. It means “confused” or “preoccupied.” Bewildered. Dazed.
Here are the reasons I am particularly peeved about “bemused” today: