Reason for Getting on the Bus

Alright, listen up, buttercup. You see, the joke here is that the man is going on the bus to get "sussy," which is slang for suspicious or suspect. It's funny because it's unexpected and kinda dumb. You probably do things that make people call you "sussy" all the time, don't you?