If you have not talked to the person you can't know much of anything about them or have much of any "real" feelings for them; you don't know them! Might as well have feelings for someone from Venus.

How about just asking them for an e-mail or Facebook address? Maybe you can write them for a bit and get more of an idea what to talk to them about when you see them in person.