After coming in contact with a substance by the hand of Mad Hatter (Benedict Samuel), Jim Gordon (Ben McKenzie) gets led on a psychedelic trip and must confront his past, present and future. Meanwhile, Penguin (Robin Lord Taylor) struggles with Nygma's (Cory Michael Smith) new relationship.