State diagrams describe the behavior of objects by modeling their states and transitions between states based on events. Key elements of state diagrams include states, transitions, events, and actions. States represent conditions of an object, transitions are triggered by events, and actions occur on state entry/exit or during transitions. Together these elements specify the dynamic behavior of objects in response to events.