Padding helps reduce soreness by softening pressure points as well as absorbing shocks and vibrations from the road. Padded palms also reduce numbness by relieving pressure on the ulnar nerve in your hand. Different riders will have different sensitivities and tolerances around these issues, so it will take a little experimentation to find what works best for you.