Armin lures Annie Leonhart away from her Military Police unit with a plea to help smuggle Eren out of Stohess, but the escape route is a trap built on his darkest suspicion. At the mouth of an underground tunnel, Annie's smile confirms everything, and the Female Titan rises in the middle of a crowded city.
Annie Leonhart dreams of training under her father before waking to another day in the Stohess District Military Police, a branch rotten with laziness and graft. Her colleague Hitch Dreyse cheerfully admits she enlisted precisely because the interior police do nothing; Marlo Freudenberg, by contrast, wants to climb high enough to scrub the institution clean, an idealism Annie says reminds her of Eren Jaeger. When the pair catch their own officers selling equipment to the black market, Marlo's attempt to report them earns him a coin, then a beating, before Annie and Hitch pull him free.
As the Scout Regiment convoy rolls into Stohess on its way to the capital, Armin Arlelt intercepts Annie in a back alley. The Eren in the convoy is Jean in a wig, he explains; the real Eren needs to slip out of the city, and they need a Military Police insider's help. Annie picks the plan apart but relents when Armin appeals to her as a good person. Before following, she slides a ring onto her finger. The group walks her to a tunnel entrance leading underground, and there she stops. No civilians anywhere in sight, and Armin watching her too carefully: she reads the ambush for what it is.
Armin finally voices what he has carried since the killing of the test subjects Sawney and Beane: the gear Annie presented for inspection belonged to the dead Marco Bodt. He admits he could not bring himself to believe his own suspicion, and wonders aloud why she spared his life on the expedition, a mercy that led directly to this trap. Mikasa Ackermann cuts the pretense short, drawing her blades and naming Annie the Female Titan. Annie's answer is a long, unsettled laugh: Armin has won his bet, and hers is just beginning. Disguised Scouts burst from cover and pile onto her, gagging her against a bite, but the ring's hidden blade pricks her skin. The transformation blast kills her captors as Mikasa drags Eren and Armin below ground, and a pillar of light and steam climbs over the rooftops of Stohess.
Marlo is beaten for confronting corrupt officers selling Military Police gear, exposing the rot inside the interior brigade.
Armin recruits Annie for a fake escape plan while Jean rides in the convoy disguised as Eren.
Annie balks at the tunnel entrance and deduces the operation against her.
Armin reveals the evidence that unmasked her: she turned in Marco's omni-directional mobility gear after the Titan test subjects were killed.
The capture attempt fails when the blade concealed in Annie's ring lets her transform, killing her restrainers and unveiling the Female Titan inside Wall Sina.
Smile is the 23rd episode of the first season, opening the Assault on Stohess arc. Wit Studio and Production I.G produced it from the chapters Grin and Mercy, with Hirokazu Yamada directing and Hiroshi Seko writing.
It aired in Japan on September 15, 2013, and in the United States on October 18, 2014, with "Die Flügel der Freiheit" as the opening and "great escape" as the ending. Crunchyroll lists it as Smile, Raid on Stohess District (1).
The information segment counts the Military Police at roughly 2,000 members, about 5,000 including the Garrison forces under their command, with some 200 stationed per walled city to oversee cadets, monitor the Garrison, and direct firefighting.

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In Stohess District, Armin Arlelt lures Annie Leonhart into a trap by asking for her help smuggling Eren Jaeger out of the city; when she realizes the ambush, Annie transforms into the Female Titan in the middle of the crowded district.
Season one, episode 23, Smile: Assault on Stohess, Part 1, follows Armin's scheme to expose Annie Leonhart as the Female Titan using a fake escape plan, which ends with Annie transforming and killing her would-be captors.
Armin reveals that Annie turned in the omni-directional mobility gear belonging to the dead Marco Bodt after Titan test subjects Sawney and Beane were killed, evidence that convinced him she was the Female Titan.
Marlo Freudenberg is beaten after trying to report Military Police officers for selling equipment on the black market, exposing the corruption within the interior brigade before Annie Leonhart and Hitch Dreyse pull him free.
A blade concealed inside Annie's ring pricks her skin as disguised Scouts pile onto her, letting her transform into the Female Titan; the resulting blast kills her captors while Mikasa Ackermann drags Eren and Armin underground.
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