Women take selfies as they wait for the subway at Penn Station, New York, December 26, 2023. (Photo by Charly Triballeau/AFP Photo)

People watch waves crash over the sea wall in Revere, Massachusetts on January 13, 2024. The Massachusetts Emergency Management Agency is reminding residents of the possibility of flooding in low-lying areas and streets as a third storm in a week batters the state. (Photo by Joseph Prezioso/AFP Photo)

CANNES, FRANCE - NOVEMBER 03: Italian Prime Minister Silvio Berlusconi leaves the conference centre after the first day of the G20 Summit on November 3, 2011 in Cannes, France. World's top economic leaders are attending the G20 summit in Cannes on November 3rd and 4th, and are expected to debate current issues surrounding the global financial system in the hope of fending off a global recession and finding an answer to the Eurozone crisis. (Photo by Dan Kitwood/Getty Images)

Emmy Rossum strikes a pose as she displays ample assets as she continues her transformation into 80's Los Angeles billboard icon Angelyne on February 24, 2020. (Photo by PhamousFotos/Splash News and Pictures)

Photographer Howard Schatz had an idea: place actors in a series of roles and dramatic situations to reveal the essence of their characters. Such was the premise behind his book, In Character: Actors Acting, which captures some of Hollywood’s most emotive stars in the act of, well, making faces. Luckily for us, he continued the tradition for Vanity Fair. Here are some of the best.

David Sharp, an engineer with Lockheed Martin, displays the “Samurai Flyer”, an aviation design inspired by the maple seed, during the Association for Unmanned Vehicle Systems International Conference August 16, 2011 in Washington, DC. Lockheed Martin unveiled the new design and demonstrated vertical takeoff and landing, stable hover, and on-board video streaming of the aircraft during their demonstration. (Photo by Win McNamee/Getty Images)

FaceResearch.org, a site run by two psychologists at the University of Aberdeen in Scotland, features software that can average together faces from thousands of photos. These images purportedly show the average face of women from 40 different nationalities.