I don't like attention on me because I feel like I'm being judged. I know, to some extent, everyone a person meets is judging them. I'm never quite sure if someone's attention to me is genuine or mocking.
I don't know if this is similar to how you feel, but you're not alone in feeling awkward about attention being focused on you.