> He felt rationality leads to values which benefit humanity as a whole.
Other philosophers would disagree. de Sade, for example. (Yes, he was a philosopher, and his writings and actions were an expression of his philosophy.) And even human history seems to show that Nietzsche was overly optimistic on human nature on this point.
In "The Abolition of Man", C. S. Lewis argues that rationality, by itself, can never give real values. That can only come from "practical reason", not mere reason, because it has to tie reason to values and emotions. (I'm not stating it well - go read Lewis. It's really short, only a hundred pages or so, and very readable, though it does take some thought.)