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When some creep or weirdo stares at you so intently, just like Norman Bates from the movie Psycho, they are giving you a Bates face.
"Did you just see that weirdo give me a Bates face?"

"Stop staring at me with your Bates face, it's creeping me out!"
by KellyJane May 24, 2013