Looks like a pumphouse of some kind. Was there ever a large industrial facility (particularly a power plant or steel mill) behind it at any point, even if it's since been demolished?
"Sorry, I didn't know I'm not supposed to be here," he said, knowing full well he wasn't supposed to be there.