WARNING: This page is about a different car, the 2004 Subaru Impreza. However, it is still accessible from the selected car via links, so may be relevant.
Remove the trunk side trim of rear portion.
Turn the socket and remove the bulb.
Fig 1: Turning Socket And Removing Back-Up Light Bulb (SEDAN)