Throughout the 2nd Arc, IRL Adrian / me, get's more insane. So he takes medication for his insanity. They control his thoughts and his actions so he won't do things. Though, he decided to stop taking them after season 1 episode 3. This is Season 1 Episode 10 behind the scenes, AKA scenes that no one never see's. For clarification, I do not take Insanity pills.
