I go back and forth over whether "Shakespeare geek" means "I'm a geek about Shakespeare stuff" or it means "I'm a geek who's into Shakespeare." In support of the latter argument we have this link about calculating how many of Shakespeare's atoms we inhale. Sure, the science is silly, but it's geeky and it's Shakespeare.
"Breathe in, hold it there, enjoy the Shakespeare, breathe out. Aaaah. Repeat!"
BONUS: "So there's also a little Buddha in all of us."