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Romantic Setting
The phrase often implies a romantic and special occasion when someone proposes marriage. 
Surprise Element
It suggests a surprise or unexpected moment, though it might also be anticipated by both. 
Casual Idiom
The phrase is casual and idiomatic, more often used in spoken English than in formal writing. 