Elizabeth Hurley posted a new video of her and Billy Ray Cyrus driving off into the sunset together to her Instagram on Tuesday, April 22. PEOPLE previously confirmed earlier this week that the singer and actress are dating.

Billy Ray Cyrus and Elizabeth Hurley marked Easter with a loving photo. The country star and actress celebrated Easter with an Instagram photo of themselves cuddled up together on Sunday, surprising some followers, as the pair had not been previously linked romantically.

"Liz's friends think it must be a joke or madness, but they aren’t saying it to her," said a source in the know of Elizabeth Hurley's new romance with Billy Ray Cyrus.