Well, when democracy dies they're not needed at all. Not being necessary is a dangerous position to be in. People who aren't necessary are easily eliminated. And of course, there's no incentive to pay off people who aren't necessary.

I say if they have an ounce of self-reflection, they would know this is true and it would make them nervous. But you're right, they probably don't.