Tell them what you want to pay and don't even give them a chance at them thinking you will pay more. If you don't mind carrying the cash required for the car, show them the wad of cash and it shows you are serious, b/c if they don't think you are serious they won't even bother talking to a time wasting gaijin. From there it is a haggle.
Oh .... and you should know a bit of Japanese.