I wonder if there's DNA markers that predispose people to this type of "hobby". There's evidence that humans lived in caves and underground bunkers for extended periods of time. There's even ancient underground cities with dedicated water sources and ventilation systems.
See: https://en.wikipedia.org/wiki/Derinkuyu_underground_city