Obviously he doesn't.
Also, he gain exactly the amount of health per investigator number at the start of the game, so if the game started with 4 investigators and only 3 made it to the final battle, he still gains X4 health.
Do your "obviously" sentiments come from a passage in the manual? Otherwise, I wouldn't call that "obvious". Thx in any case.