Ariana Bacle
August 13, 2014 AT 04:31 PM EDT

Meet Mortdecai, an art dealer on a hunt for a stolen painting that could hold the code to a vat of Nazi gold who will “thrill you,” “dazzle you,” and “grow on you,” according to the latest teaser for Mortdecai.

Johnny Depp plays the title character in the action comedy, which also features Depp’s mustache, Gwyneth Paltrow, Olivia Munn, Ewan McGregor, Aubrey Plaza, Paul Bettany, Oliver Platt, and Jeff Goldblum. The movie is based on The Mortdecai Trilogy, a series of books by Kyril Bonfiglioli published in the 1970s about the adventures of a wealthy art dealer and his “manservant,” Jock.

Mortdecai arrives in theaters Feb. 6, 2015.

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