Try spritzing him with water. If he doesn't like that, then try playing the sound of rain *OR* leaving the vacuum on. Try spritzing again. (I am not kidding about the vacuum!)
Alternatively, give him a nice big bowl he can fit in and see if he'll take a bath that way.