Nonplussed means surprised, confused, and at a loss as to how to react or proceed. 'Confused' is the correct synonym - when you're nonplussed, you don't know what to do or say. 'Disqualified' means excluded, 'Impressed' means awed (opposite reaction), and 'Disconnected' means detached.