low key nerd

A person who outwardly doesn't appear nerdy but is.

P1: Whos that cheerleader?
P2: Oh thats Caitlin, I went to see Harry Potter with her. We both dressed up as wizards.
P2: Wait.... That cheerleader likes Harry Potter?
P1: Yeah she's a low key nerd.