Geodes are hollow rock filled with dazzling crystals. I'm at the American Museum of Natural History in New York City and behind me is an amethyst geode that was formed millions of years ago.

The Pulpí Geode, found within an abandoned silver mine in 1999 in Spain’s Almería Province, is one of the world’s largest. It's a cavity about 390 cubic feet in volume, ...