|This article is about a/an episode in Kamen Rider Drive.|
Who Stole the Woman's Smile? (だれが彼女の笑顔を奪ったのか Dare ga Kanojo no Egao wo Ubatta no ka) is the third episode of Kamen Rider Drive. It introduces the Shift Cars Dream Vegas, Spin Mixer and Massive Monster and their respective Tire Exchanges with Drive Type Speed, with the latter two cars respectively corresponding to Drive's alternative Types, Technic and Wild, which would appear soon after. It also features Chase's first transformation into Mashin Chaser. Dimension Cab makes a brief appearance in this episode via flashback.
Shinnosuke and Kiriko are sent to investigate an art gallery where there have been rumors of women's ghosts being eaten by a monster, but when they arrive they find the owner Asaya refuting the rumors while asking Kiriko to model for him. While suspicious of Asaya, Shinnosuke investigates the gallery, only to be hit by the "Heaviness" and the appearance of a Roidmude targeting Kiriko.
A new case reported in the Joutoku Museum of Modern Art where Heavy Acceleration waves reported with two female students kidnapped. While Shinnosuke and Kiriko at the cafeteria, a new Shift Car appeared which surprised Kiriko. After investigating the kidnapping at the museum, Genpachiro dismissed it as a normal kidnapping until Kyu related it with a haunted atelier case a week ago. A local housewife reported that she saw a group of female ghosts devoured by a monster. He suspected that same monster might had relation to the current kidnapping case.
Soon, Shinnosuke, Kiriko and Kyu went to the atelier and met Kazuhiro Asaya, an artist, whom desired to have Kiriko as his latest model. Nonetheless, he dismissed such fact that his atelier is haunted. As the three went out, an evolved Roidmude appeared out of nowhere and attacked them. The Roidmude slowly turned Kiriko into data stripes until the new Shift Car Dream Vegas came and save her. As Shinnosuke transformed to Drive, he used the new Shift Car. Though he managed to gain the upper hand, but to no avail as his Full Throttle only launched one small coin. The Roidmude escaped while Mr. Belt revealed that Dream Vegas was after the Roidmude that attacked Kiriko during the Global Freeze.
The three Roidmude commanders chased one rogue Roidmude that made a wrong attempt of robbery until Chase transformed into Mashin Chaser and destroyed him with Break Up attack. His core was preserved but he managed to tell them to keep an eye on Paint. After a stressed Kiriko leaved the Drive Pit, Mr. Belt explained her history during the Global Freeze. One night, while on her routine, she was attacked by Roidmude 010 whom nearly converted her into data. She believed Paint Roidmude is the same one she faced sometime ago. It wasn't until Kamen Rider Protodrive saved her. But unlike Shinnosuke, he lacked the ability to destroy their Cores and so he lost his life.
Kiriko was later lured by Fujimiya (Kazuhiro's student) into his atelier to reveal the truth. With Kyu's help, Shinnosuke finally solve the case. Kiriko entered Kazuhiro's atelier and discovered that his paintings are converted versions of female victims. As the artist came into his art gallery, Kiriko was dragged away by Fujimiya, before he revealed himself as Roidmude 084 and converted Kiriko into a data for his drawings. Shinnosuke revealed that the faces of the missing women are accurate to Kazuhiro's drawings. The haunted atelier case was about the abducted women tried to escape until 084 recapture them. Yet, the man named Fujimiya never existed and when Kiriko cannot be contacted, this means she was in danger. Shinnosuke transforms into Drive and battle the Roidmude with Spin Mixer Shift Car. Both his body and Core destroyed but several paintings remained meaning he wasn't the only culprit. Mashin Chaser introduce himself and challenged Drive to fight.
- Shinnosuke Tomari (泊 進ノ介 Tomari Shinnosuke): Ryoma Takeuchi (竹内 涼真 Takeuchi Ryōma)
- Kiriko Shijima (詩島 霧子 Shijima Kiriko): Rio Uchida (内田 理央 Uchida Rio)
- Jun Honganji (本願寺 純 Honganji Jun): Tsurutaro Kataoka (片岡 鶴太郎 Kataoka Tsurutarō)
- Kyu Saijo (西城 究 Saijō Kyū): Kenta Hamano (浜野 謙太 Hamano Kenta)
- Genpachiro Otta (追田 現八郎 Otta Genpachirō): Taira Imata (井俣 太良 Imata Taira)
- Narration (ナレーション Narēshon), Drive Driver's voice (ドライブドライバーの声 Doraibu Doraibā no koe): Chris Peppler (クリス・ペプラー Kurisu Pepurā)
- Chase (チェイス Cheisu): Taiko Katono (上遠野 太洸 Katōno Taikō)
- Brain (ブレン Buren): Shota Matsushima (松島 庄汰 Matsushima Shōta)
- Heart (ハート Hāto): Tomoya Warabino (蕨野 友也 Warabino Tomoya)
- Kazuhiro Asaya (浅矢 一広 Asaya Kazuhiro)/Roidmude 010 (Paint Roidmude) (ロイミュード０１０ (ペイントロイミュード) Roimyūdo Zero Ichi Zero (Peinto Roimyūdo)): Lou Oshiba (ルー 大柴 Rū Ōshiba)
- Hajime Fujimiya (富士宮 肇 Fujimiya Hajime)/Roidmude 084: Yuta Murakami (村上 雄太 Yūta Murakami)
- Robber/Roidmude 051: Taro Oga (大賀 太郎 Ōga Tarō)
- Police Officer: Satoshi Asakawa (浅川 聡 Asakawa Satoshi)
- Students: Yuki Eguchi (江口 祐貴 Eguchi Yūki), Naoki Komatsu (小松 直樹 Komatsu Naoki)
- Kamen Rider Drive: Seiji Takaiwa (高岩 成二 Takaiwa Seiji)
- Mashin Chaser: Yasuhiko Imai (今井 靖彦 Imai Yasuhiko)
- Roidmude 010/Paint Roidmude: Daisuke Satō (佐藤 太輔 Satō Daisuke)
- Roidmude 051, Roidmude 084: Tatsuya Kaneko (金子 起也 Kaneko Tatsuya)
- Car Used:
- Type Used:
- Type Speed, Type Speed Vegas, Type Speed Mixer, Type Speed Monster
- As part of Super Hero Time, this episode aired alongside Ressha Sentai ToQger episode 33, Station 33: Number One at Karate.
- Viewership: 4.8%
- Closing Screen Shift Car Collection:
- Roidmude Count
- Answer to the episode's question: Roidmude 010.
- This episode aired on the 40th anniversary of the premiere of Kamen Rider Amazon.
- Coincidentally, Massive Monster uses a "biting" finisher to destroy a Roidmude in this episode.
- The golden coin that came from Type Speed Vegas' finisher is a Cell Medal repainted gold.
- Kamen Rider Drive Volume 1 features episode 1-4: Why Did My Time Stop?, What is a Kamen Rider?, Who Stole the Woman's Smile? and What is That Prideful Chaser Thinking? 
- Blu-Ray Collection 1 comes with 12 episodes.
- TV Asahi's official summary for 「だれが彼女の笑顔を奪ったのか」
- Toei TV's official episode guide for 「だれが彼女の笑顔を奪ったのか」