Historically being fat was a signifier of wealth, as it implies that you can afford a lot of food. Some cultures also see it as a sign of fertility. This was also the case in the Western world until recently.
Another well known historical signifier for wealth was fair skin. As you wouldn’t get a tan if you didn’t have to labour out in the sun.