Does she initiate discussions? Is she curious about you? If you want to go somewhere and ask her to come along, does she agree or is really easy to persuade? Does she often initiate physical contact/doesn't decline it when you initiate it (be it hugs or things as simple as hand on shoulder etc)

These ususally are good indicators of interest.