I did that at the one in Orlando a few years ago. I didn't see the sign until after I exited. The exit door isn;t near the entrance but for some reason I wandered over to the entrance while waiting for the wife to check out and that is when I saw it.
With browsing and eating we were in the store for about 3 hours. No one knew I was carrying and nothing evil happened.