A woman can enjoy spending time with you, admire your values, your ideas, your accomplishments; care about you and be thankful that you care about her, have a very similar mindset about many things, share several interests, trust you more than she does with many other people; and even consider you're physically attractive.
None of that is guarantee that she will be interested in you, and of course she does not have any obligation to be.