This may sound weird, but what direction do you come out when you finish possessing someone? Do you come out the front, at which the just possessed guard would see you, or from behind so that you could then choke them or something?
Behind, it's featured in about every trailer. Really, could you new users please familiarize yourselves with the game before you start littering these forums with such posts?