The Joe Schmo Show (2003)

An average, everyday person finds themselves selected for a reality TV show with a large prize at stake. Little do they know they're the only contestant: all the other "competitors" are actors and the whole show is just a set up to test how they react to different scenarios and moral dilemmas.