I made the transition a few years ago. I enjoy coding and I'm probably a better developer than PM. However, once I realized there were higher level business problems that I could provide significant impact on, I couldn't stand spending time heads down programming anymore. It just felt like a bad use of my time and I was always keeping an ear out for what the higher level problems were and wishing I could work on those.