For Sheriff Ulysses (Bob Odenkirk), a temporary assignment to the charming town of Normal was supposed to be a chance for a fresh start—an escape from marital problems and professional disappointments. But when a botched bank robbery disrupts the peaceful order of the local community and a dark secret hidden by the townspeople begins to surface, Ulysses quickly discovers that nothing in Normal is as it seems.