Yeah, iirc money very much does correlate with happiness until a certain point. The relationship breaks down once people have enough to meet their needs/reasonable wants, so 'infinite money doesn't buy infinite happiness' might be a better phrase.
(Disclaimer: I'm going off some study I read yeeaaars ago.)