Wow, while this may be acting on stereotypes but I am surprised and have to hand it to the security guard who worked through that train of logic on the fly.
I happened to know several security guards and bouncers when I was young -- a lot of them really are gifted when it comes to noticing anomalies in individual and crowd behavior.