How to make a mild burn stop hurting?

Today I was cooking and foolishly touched a hot pan without an oven mitt. I thought it had cooled off. I have a mild burn on two of my fingers. It hurts so much. I've tried aloe and ran it under cold water as soon as it happened but it still really hurts. What do I do? It's not blistering, just really red.