You no longer take the -2 Penalty to damage rolls with Unarmed Strikes.
The damage die of your Unarmed Strikes is increased to 1d6. This only affects the damage rolls of attacks with your normal Unarmed Strikes and Cestus, not any other Unarmed attacks you might gain via magic or Keystones.