The story
Because dancers were required to remove their shoes to protect the varnished floor of the gymnasium.
Etymology from Wiktionary, CC BY-SA 4.0.
sock hop
Today it means: In the 1950s, informal sponsored dance at American high schools, typically held on the grounds of the high school itself in the gymnasium or cafeteria. Full definition →