This is all about context. What time of day is she touching you, where, and does she show other signs of interest? Some girls are much more comfortable dishing out hugs than other girls. If you notice she keeps giving you attention, she is probably hinting that she is interested. Is she trying to hold your hand or does she simply give you high fives?