You both ended up in the Entity's realm, Kate happened to be there before you and has been in the fog for quite some time. You both were sitting next to a campfire with other survivors of the fog as well, Kate was doing something to try and keep conversation between you guys.

"So.. Anyone here find a way out of this damn place?"