I thought he was angry at his dad for *lying to him* about his mom being dead…but maybe I misread that whole thing as well.

He and the gas station attendant spoke about the "one woman who works up there" (or something to that effect). My gut feeling was that Joe was on a mission to find his mother, and that she was the woman in question at the observatory…?