The story
Perhaps because a player in a social setting who is dealt this hand would be likely to fold, giving them the chance to fetch another beer.
Etymology from Wiktionary, CC BY-SA 4.0.
beer hand
Today it means: A seven and two as a starting hand in Texas hold 'em. Full definition →