That information was a double edged sword. On the one hand, it sucked that there wasn't a way out flying but it also made Dean feel good that the magical people here were just as screwed.

"Makes you wonder who or what's on the other side."

At least this Purgatory didn't have Levianthans and vampires trying to kill you... that he knew of.