Most spirits take on the appearance of their living form when they pass over. Unfortunately for this guy he was snuffed out by an axe blow to the cranium, resulting in a case of amnesia so severe it crossed over with him. Because he can’t remember what he actually looked like, he’s now stuck with the default ghost body until his memory returns.
P.S. Happy New Year!