Honor points are given to you when you either lose or win a battle. The game tallies up your points and assigns you a rank, higher rank (with 1 being the highest) means higher gems awarded (like: 10 for rank5000 and up).
Atlas is an action-rpg with rogue-like elements where you use your ability to control the ground to fight the enemies and move through procedurally generated worlds.