January 11, 2013 11:45 AM

Charley Gallay/Getty

Evan Rachel Wood is pregnant!

The Golden Globe and Emmy-nominated actress, who married actor Jamie Bell Oct. 30, Tweeted her happy news on Friday.

“Remember when I said, ‘No baby on the way here’ – Well, I didnt know there actually was!” she wrote in a post that included a photo of the book What to Expect When You’re Expecting.

“The couple is thrilled,” a rep for Wood, 25, tells PEOPLE.

In a follow-up Tweets she wrote: “Thanks for all your warm wishes. We are very happy. I’m gonna be a mama!” and “Song of the day ‘Sweet child of mine’ #gunsandroses.”

On her wedding day she also Tweeted a song of the day: “(Today I Met) the Boy I’m Gonna Marry.”

Wood and Billy Elliot star Bell, 26, first dated in 2005 after they both costarred in Green Day’s “Wake Me Up When September Ends” music video.

— Aaron Parsley

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