Quoth the SRD:
My parsing abilities fail me: does the creature lose the rage class feature or not?The creature loses the natural weapons, natural armor, and movement modes of its original form, as well as any extraordinary special attacks of its original form not derived from class levels (such as the barbarian’s rage class feature).