Why does the skin on my stomach feel like it's burning? It is not red at all, but it is extremely sore.

See docsee doctor. This could be caused by several things so see your doctor to find out. They may have to refer you to see a specialist for further evaluation.
Common complaint. We don't know why this happens but almost all pregnant women do complain of this odd sensation around their bellybuttons.