I would be very cautious around these feelings you have. She's a roommate, not a girlfriend with whom you live. If you started any kind of a relationship, it could harm the roommate dynamic and the entire living situation for yourself. Can you keep a safe distance and just keep these feelings to yourself? I really don't think it's wise at all to act on them. Just my gut feeling and two cents!!!