But that's the thing, Frasier doesn't actually dislike Eddie. He dislikes that Eddie is infatuated with him, and sometimes makes a mess of his apartment the same way Martin can be messy. Frasier has been affectionate many times with Eddie during the series run, and although he doesn't like to show it, he actually cares about the dog quite a bit.
