If you do it right, you share the bus with the sort that takes the bus because it's more convenient than getting stuck in traffic and having to look for a parking spot
I'm a doctor and I bike and take the bus. But neither of us really count as "the rich", we're still working class. Personally I see nothing about the rich to emulate, so I don't really see the point.