For anyone wondering, the space-time middle aged man is a story from 2chan.
People in the board shared experiences where they woke up in a world without any people in it.
They wander around a bit and find a middle aged man wearing janitor clothes, the man gives them some advice that sounds like gibberish and they wake up in their world.