There are lots of desolate places out there in Southern, CA AZ and NM. I drove for 30 minutes and only saw a couple of cars. My GPS normally has a list of the next three places to stop for food, fuel or bathroom breaks. At times that part of the display was just blank, there was nothing at for many miles.
Good luck!