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.

Model and actress Elizabeth Hurley shared an Easter photo of her smiling as singer-songwriter Billy Ray Cyrus kisses her.

A source previously told PEOPLE that the actress and the singer "are very different, but give off a great vibe together"