Er… he always had to wear a fat suit (and a mask) for Fat!, there's no way you can dance that choreography and be basically round. Hell the second scene of the MV is him literally ballooning up.

Not to mention, "eat it" is from the same album and he's not exactly heavy in there: https://www.youtube.com/watch?v=ZcJjMnHoIBI