I'm inclined to think that non-ideological autocracy (we're in charge because we're us and you're you) is the human default.

I'm not sure about that. In fact, I can't think of any actually non-ideologically autocratic society in history. Are you sure you're not confusing "non-ideological" with "having an ideology I don't find at all convincing"?