Is it really possible to get away vs. a set here? (preflop action)

I don't think so. So the line Hero takes should optimize vs. hands you beat. I'm not sure he'll ever get a call of KK/QQ/AQ at the river, but who knows. They probably won't bet anyway, so whatever.