Would you have a problem robbing a bank if you knew you wouldn't get caught? Why or why not?

Let’s say you are being threatened with foreclosure. You have kids at home that need to be fed. Your unemployment has runout. You have run out of options. Remove the threat of getting caught and punished from the equation. Would there be any other reason why you wouldn’t do it? And if you did, how would you justify it?