'vainly' originates from the Latin word 'vanus,' meaning 'empty' or 'void.'

'vanus' transformed into the Old French word 'vain,' and eventually became the modern English word 'vainly.'

Initially, it meant 'empty or void,' but over time it evolved into its current meaning of 'without success.'