I don’t think you’re wholly wrong, but if you look at longitudinal surveys of students, it presents a less rosy view. The majority select their primary motivation as getting “very financially successful.”
Now those surveys are undergrads, but considering that grad school has become more common path, I don’t see any reason why grad students would be of a wholly different mental makeup.