When we think of selfish people, we tend to think of egotists: people who disregard our feelings in favor of their pride.
However, a self-centered person could also care too much about what others think of them. An insecure, self-centered person needs your feelings.
It may look like compassion at first, but this is only to build rapport before they reaffirm themself through your feelings.