The 30-year-old Australian put on a brave face as she made her way into her New York City apartment, and even managed to give photographers a slight smile.
The model looked casual chic, sporting a white T-shirt, a black leather jacket, black leggings and black booties. She finished the look with bright red lipstick and shades, despite it being nighttime.
The British actor followed Kerr inside five minutes later, arriving just after his Broadway performance of Romeo and Juliet.
The 36-year-old was wearing a black jacket, jeans, black and orange sneakers and a black baseball cap.
Earlier in the day, TMZ caught up with Bloom and when asked if he and Kerr are still friends, the Three Musketeers star said, "we're family, not friends. We're family."
They are parents to 2 1/2-year-old son Flynn and, minus an appearance all together on Oct. 7, the pair had been spending a lot of time apart, with Flynn out with only one or the other in most photos.
Earlier Thursday, Bloom taped what turned out to be Friday's episode of Live! With Kelly and Michael and he happened to dish on the more romantic aspects of his current gig with his Juliet, costar Condola Rashad.
"We sometimes get applause after our first kiss because it just goes on," he said, referring to the universal language spoken in Shakespeare's classic. "Sometimes I'm like, 'I'm not letting go.'"
"I feel so fortunate to be doing [Romeo and Juliet]," he added. "I mean, it's a monster of a play, a wonderful play, but it was really one of those things where my mom was like so, so you decided to climb Everest on the first trip out the gate? That was your thinking, without oxygen."