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Nod off
Unintentional Sleep
Used when someone falls asleep without planning to, often due to exhaustion. 
Subtly Humorous
It can mildly amuse listeners as it paints a picture of someone's head nodding as they fall asleep. 
Socially Embarrassing
Implies a potentially awkward situation, like falling asleep at work or in public. 