Girls am I reading too much or is there something going on?

There's a girl in masters class that always lock eyes (I say that because I look away after that) with me. If I'm in front and look back for some reason, she would lock eyes. If she is in front, she will look back at me and lock eyes. But we never talked. Like not even once. But never did anything else that would make her seem like she is attracted towards me. Not sitting near me or trying to get attention or anything.

Once we had a group discussion and there was a girl in between us. She kept looking at that girl and didn't talk to me or looked at me during discussion.