What pushes the wealthy? Its simple.
The fear of losing it all. That singular fear of going back to square one or being broke again.
Another is that already ascertained status or fame.
 Another strong one! Is the power of competition. They mostly like to compete.
I think the most important is the power and control wealth commands. Who would like to lose such after taste?