Please don’t be bothered by our guesses. I, for one, always guess wrong at this sort of thing. My best guess is the Mystery Face is someone at the school that Jack is supposed to be attending in the present. And since the mystery kids have apparently all gone their separate ways, it’s someone we’ve never seen before.