The city of "Gotham" gets a little madder in a slew of new photos from "Mad City: Look Into My Eyes," the third episode of Season 3. Several of the new photos center on the impeccably-dressed Benedict Samuel, who is set to make his series debut as Jervis Tetch, aka the Mad Hatter, with his suave suit, long flowing locks and elegant timepiece.

The other snaps feature Alfred in his boxing gloves, smiling and seated in a comfy leather chair after another sparring session with young master Bruce, also pictured. By contrast, Jim Gordon looks a lot unhappier, as an unseen figure points a gun at him in one still, and another shows what looks like a trip to the doctor's office.

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Meanwhile, Oswald Cobblepot is also going places as he sticks his head out the back of a limo; his quest for political power appears to continue apace, at least in these photos.

According to the official episode description, "Hypnotist Jervis Tetch/Mad Hatter arrives in Gotham to search for his sister, Alice, and hires Gordon to help find her. Meanwhile, Penguin decides to run for mayor and Bruce's doppelganger begins to channel him, causing some confusion around town."

Starring Ben McKenzie as Detective Jim Gordon, "Gotham" airs Mondays at 8 pm ET/PT on Fox. The series also stars David Mazouz as young Bruce Wayne, Camren Bicondova as young Selina Kyle, Donal Logue as Harvey Bullock, Robin Lord Taylor as Oswald Cobblepot, Morena Baccarin as Leslie Thompkins, Jada Pinkett Smith as Fish Mooney and more.