The 'Mother's Day' actress also covered up when spotted out in New York City on Tuesday.
First comes love, then comes marriage, then comes...?
Jennifer Aniston tied the knot with Justin Theroux last August and now she has sparked another round of pregnancy rumors after photos surfaced on The Daily Mail of the 47-year-old actress in a bikini during a romantic getaway to Eleuthera, Bahamas, on June 11.
InTouch magazine also featured Aniston's bikini pics on this week's cover, declaring, "Jen's Finally Pregnant." But this certainly isn't the first time tabloids have made such claims.
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In the shots, Theroux, 44, seems to be particularly attentive to his wife as he applies sunscreen to her back. They then walked along the beach and shared a sweet kiss. The couple showed more PDA during a swim in the ocean and while relaxing in beach chairs in the surf.
At one point, the two took a ride on a paddleboard, with Theroux paddling in back and Aniston, wearing a revealing black bikini top and blue bottoms, lounging on the front.
ET has reached out to reps for both Aniston and Theroux about the reports.
Following the romantic getaway, the former Friends star stepped out with her man in New York City on Tuesday covered in several layers, including a summer scarf.
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According to Aniston, marriage hasn't changed much for the couple, who have been together since 2011.
"Married life is so normal and fun and not much different," she told Harper's Bazaar in March. "We felt married for so long."
When ET recently sat down with the Mother's Day star to promote her new film, in which she plays a mother to two boys, she said that she is at a place of peace in her life.
"I'm very peaceful," Aniston says. "I literally wake up every day and feel very lucky. I feel very fortunate." As for Theroux, she said, "I got a good one -- a very sweet, kind man."
Hear more in the video below.