> presumably they're not cartoon villains that support the bad guys for fun.

It's not about personalities, Mussolini was split between calling his dictatorship "fascism" and "corporatism", and getting there requires a number of steps which include international conflict and war as essential parts.

> Are they paid off, compromised, or what?

Both plus brainwashed, same as "the bad guys".