If you happen to be around the Okutama area and are looking for a very quiet and out of the way place to have a BBQ or a spot of lunch (provided you have brought your own) I recommend visiting the Otaba area. The river is also perfect in thew summer for swimming.
Note that you'll likely only be able to reach it by bike or car.