Not a Warhammer lore expert, but as far as I understand it:
Warhammer Fantasy = "Old world" = blew up.
Gods drift through time and space and find a new set of worlds called the Mortal Realms. Essentially flat, infinite, archetypical planes (A realm of Light, a Realm of Metal, a Realm of Death...