Like some of the other posters have suggested, try a larger glove. I use Everlast protex 16's on the bag and my hands never bother me anymore, I also don't launch full on power shots round after round, I just stay busy. For years I used 12 oz. bag gloves, and my hands were always aching.
Best of luck!