In Guilty Rich, each episode follows the story of a super-rich criminal and the excessive lifestyle that went to their heads. The show reveals how, at least when it comes to crime, the very rich really aren't like the rest of us. Guilty Rich offers a peek into the world of ultra-wealth that audiences might never otherwise experience.