I may never have the satisfaction of having my belief verified, but I suspect that Casey joined the military for the express purpose of getting away from the stupid, fat, ugly cow.
Whatever his ultimate motives may have been, he felt it worthwhile to re-up. who knows? Courage/loyalty/duty/honor or, even, a stupid, fat, ugly cow of a communist mother.