Everything that the Surface's light does not touch is the Unterzee.
Ok, in all seriousness, why is it called the Unterzee? "Zee" is Dutch for "sea", while "Unter" means "under".
Whatever you fancy, the Unterzee is the main setting in Sunless Sea, though travel to The Surface is possible, if limited.