Pregnant Scarlett Johansson and Fiancé Treat Themselves to Ice Cream

Scarlett Johansson and Romain Dauriac

Elder Ordonez/INF

updated 08/17/2014 AT 4:00 PM ET

originally published 08/17/2014 AT 8:45 PM ET

Scarlett Johansson kept cool with an ice cream cone before a movie date with fiancé Romain Dauriac on Sunday.

The expectant mom looked hip and casual in leggings, sneakers and a chambray shirt as they strolled through New York with their sweet treats from Milk Bar in the East Village. The couple ordered the shop’s signature cereal milk soft-serve and shake, a source tells PEOPLE.

Johansson, 29, hasn’t spoken publicly about her pregnancy and successfully hid her growing belly while filming the upcoming Avengers: Age of Ultron.

Still, she’s shown her baby bump in chic but comfortable maternity outfits throughout the summer.

“New York is all about street style that’s functional. A Paris look is not functional!” Johansson, who nows calls Dauriac’s native France home, told Glamour in May. “It doesn’t matter if your shoes are comfortable. Here [in New York] you can still wear your Nikes.”

Scarlett Johansson Pregnant With First Child

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