Nowhere Boys S03E01 - Two Moons Rising: The New Boy

It's Luke's first day at Bremin High when people start suddenly disappearing and the only ones who remember these people ever existed are classmates Heath, Jesse and Nicco but before they can investigate, the four find themselves in an empty Bremin everyone has disappeared.