slightly drunk but not completely intoxicated.
From 'tip' (possibly from 'tip over'), describing the unsteady state of being slightly off-balance. Popular in English since the 1600s.
The word 'tipsy' was popularized during the pub culture boom in 1700s England, and it's interesting that English has specific terms for different levels of intoxication—reflecting how common this observation was in society!
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