when a boy or girl likes someone and they are all about that one person they have their eyes on
guy: avery is my baby forever bro
girls: awhh , i want someone to geek over me like he geeks over avery
A term used to describe the situation when someone is simply being too geeky for general conversation.
Concerned-Friend: "Whoa buddy, hold on, I think you over-geek'd a bit too much there."