How do I handle being wanted in a relationship when I'm used to feeling unwanted?

I've always thought that there wasn't much good out there for me. Now that things are actually going well, it kind of scares me. I spent most of my life feeling unwanted and figured I would be alone. I recently met a great woman who seems to really like me, and I don't know how to process this. It's bothering both of us.