They are indeed very greedy, I believe money and power lead their stupid deeds but I think they realize pressing that button will be the very end of their luxury living. Even in the best shelters life would be very limited (and probably shorter, and definitely boring) and moreover, they will not be able to demonstrate their "supremacy" ;)