If it doesn't burn afterwards your doing it wrong. I personally love that burning feeling after a nice kick ass workout!!
That feeling is the best xD I always feel better throughout the day. XD
I used to feel the burn at first but now that I workout every day I don't feel anything, I guess I got used to it or something