Try not to see her.
IMO you should go for broke. Get her alone one day, and in your most manly, dominating voice be all "I know we're just friends, but I've always wanted to know what it'd be like to kiss you, just once!"
Yeah, it's fucking creepy. But regardless, if it works or not...