Switzerland has committed to providing shelter space for every one of its 8.6 million residents, with nearly nine million spots spread across hundreds of thousands of bunkers, both public and private.

Amid the charming cobbled streets and medieval buildings in Zurich’s old town, there is one site that never ceases to amaze guests of tour guide Samantha Aeschbach. Urania, a cavernous underground ...