I agree that spite is relevant here. It's relevant to some findings of the ultimatum game, for instance. We reject trickle-down economics even if everyone benefits from it, because the fact that a minority benefits much more than anyone else is deemed unfair.

https://en.wikipedia.org/wiki/Ultimatum_game