Is he trying to take advantage of me???

i have been liking this boy and he has expressed to others that he has feelings for me as well since February, for a little while now and he's been very sweet to me once we began to become acquainted. In the halls, we say good morning and we hug multiple times. We sometimes meet up for lunch and he misses parts of cl just to be with me. He has not made any ual moves on me and he's so sweet...like he told me that i have beautiful eyes. I am 15 years old and he is 18 (although hes a junior). He does not want a girlfriend, and he has subtly explained that to me. Is he only after one thing, which is ---?