I'm going to pretend that you are serious.
Getting fat in Metal Slug is good. Your firepower gets a huge boost. You will loose some air mobility though.
You get fat when you eat several food items in a row, sometimes as few as three. There is a "diet" pickup that reverts you back to normal.