It’s not a lie. There is magic between them. Channing Tatum and Zoë Kravitz.

In fact, Step Up actor subtly showed some love for the High Fidelity star on Dec. 1 in celebration of her 33rd birthday. After seeing Zoë’s dad, Lenny Kravitz, share a sweet throwback photo of the duo on Instagram, Channing couldn’t help but give it a “like.” That’s because the adorable father-daughter pic showed Zoë Lenny on the beach together along with the caption, “Happy Birthday, Zoë. There are many castles more to be built together. “I love you inexpressibly.”

And Channing wasn’t the only star to show the photo some love, Zoë’s stepdad Jason Momoa commented on Lenny’s Instagram post, “congratulations my braddah. It was a beautiful day.

These sweet birthday shout-outs come amid Zoë’s budding romance with Channing. The duo, who worked together on Zoë’s upcoming directorial debut Pussy islandAfter they were seen getting closer in New York City this summer, rumors of romance rose about the couple.