The idea of fat being a mark of higher class goes way back. If you look at paintings in Central Europe, you'll notice that many artists added in pot bellies to the pictures of otherwise trim military officers and nobles to "fatten" them in the eighteenth and nineteenth centuries. In fact I saw a few such pictures in a Slovakian castle just recently. Art historians agree that this was done deliberately.