Jennifer Aniston wore a mix-and-match bikini while Justin Theroux wore striped swim trunks as they hit the water

By Jodi Guglielmi
August 18, 2015 04:35 PM

Beach, bikinis and bliss! What more could you need on a tropical honeymoon?

After their secret backyard wedding ceremony, newlyweds Jennifer Aniston and Justin Theroux hopped on a private jet with a few of their closest friends and jetted off to Bora Bora.

The couple spent just over a week at the luxurious getaway, where they were spotted soaking up the sun and showing off their sexy beachwear.

Aniston flaunted her famously fit body in a mix-and-match bikini, while her new hubby showed off his signature tattoos in striped swim trunks. They both rocked baseball caps to protect their faces from the sun.

“They looked very happy,” an onlooker tells PEOPLE in this week’s issue.

The newlyweds took advantage of their quiet time together away from their hectic Hollywood lives. “They had their arms wrapped around each other and were in their own world,” said a guest who spotted them on a leisurely stroll. “They looked blissful.”

While they did their fair share of relaxing, going on long walks and enjoying spa treatments at the resort, the fit and trim twosome also got active.

They enlisted their friends for beachside yoga sessions (which ended with the couple kissing in the water) and took paddleboards out in the ocean.

The highly anticipated wedding came nearly three years after Theroux proposed to Aniston on Aug. 10, 2012 – and, in a fun twist, the couple actually planned the honeymoon first!

A source who knows them both tells PEOPLE: “The timing was finally right.”

For much more on Jennifer Aniston and Justin Theroux’s romantic honeymoon, pick up the latest issue of PEOPLE, on newsstands Friday