That's not love, but you're definately attracted to her.
Why don't you try asking what anime she's in to, or what her favourite bands are? Don't ask too many questions all at once because that's a bit too eager, but do ask them at random intervals. Try and become friends with her, and like >>2 said, don't rush!
Get her comfortable talking to you and allow her to grow to like you!
Does she seem willing to talk, or are her responses delayed?