The couple managed to sneak in some alone time during her shooting schedule and were spotted walking hand-in-hand on the beach in front of their private villa as well as sharing dinner at the luxury resort's restaurant.
People goes on to report that the couple jetted off to another undisclosed Caribbean location once the shoot wrapped last Tuesday, and Kerr canceled a promotional trip to Australia so she could enjoy her honeymoon.
Of course, the baby rumors have already begun, but so far the stars' reps are keeping, er, mum.
Meanwhile, if you want to replicate the Bloom-Kerr stay in a beachfront villa at the Viceroy Anguilla, all you need is $3,000 a night. Stars: Nothing like us at all.