Nope, the Aussie star, and Golden Globe nominee for The King's Speech, shaved his head for a new role in the play The Diary of a Madman, based on a short story by Nikolai Gogol, which already premiered in Australia, his rep tells PEOPLE.
Rush, 59, plays a civil servant who goes crazy in the dark comedy, which is set to make its U.S. premiere at New York's Brooklyn Academy of Music beginning Feb. 11.
Reporting by ELIZABETH LEONARD
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