Today we visited the Shenandoah Caverns in Quicksburg VA. The tour was about an hour long, and we walked a little over a mile underground. It was cold (56°) but felt pretty comfortable! The farthest we were was about 220ft below elevation.
The kids weren't really psyched when I told them that was what we were doing, but all of them were pretty impressed by this natural wonder.