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Take somebody/something by surprise
Emotional Impact
This phrase often conveys a strong emotional reaction to an unexpected event. 
Unpredictable Events
Use this phrase when something happens suddenly, without warning and was hard to predict. 
Neutral Contexts
While often used for negative events, it can also be neutral or positive. 