Your Corruption increases when you choose the Option to kill. For e.g, the time when you get jumped in the Cafe when you had to meet up with home girl Ella and you kill all the guys in the Cafe and one is still breathing, you get the option of killing him, choosing to kill him would increase your Corruption.