It's an alternate dimension - the Feline Dimension. Cats move into it, and can move out of it anywhere they please.

This is the same place that they are when you look ALL over the house for them, in all their favorite hiding places, and can't find them ANYwhere. You call them, and then they are suddenly in the middle of the kitchen floor answering, "Yes?"