The story
Back-formation of earlier sherris (interpreted as a plural), from Spanish (vino de) Xeres (“wine of Xeres”), Xeres being the former spelling of Spanish Jerez (pronounced /ʃeˈɾes/ in early modern Andalusian Spanish).
Etymology from Wiktionary, CC BY-SA 4.0.