Not the case, her reps said. "Scarlett is not pregnant," Johansson's publicist, Marcel Pariseau, told PEOPLE. "She's been training for 'The Avengers' for over four months and is in the best shape of her life."
In fact, Pariseau blames her outfit: "She's outside running and it's simply the placement of her shirt that is misleading. She was followed and photographed for over 20 minutes and I'm sure there are other photos in the series that show and prove that she is not pregnant." See the incriminating photo at PEOPLE.
Johansson and Penn have been dating for a couple months. The 26-year-old actress and the 'Milk' actor were first spotted together at a party celebrating the film 'Black Swan.' Since then, the couple has been spotted in Mexico and even attended Reese Witherspoon's star-studded wedding together.
Johansson separated from husband Ryan Reynolds in December. Penn, 50, and actress Robin Wright divorced in 2009 after 13 years of marriage.
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