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Press/push the panic button
Idiomatic Expression
Understand this is a non-literal phrase commonly used to express overreaction due to fear, not involving a real button. 
Not Always Negative
Though it suggests an overreaction, sometimes it means responding to stress or danger with strong measures. 
Emotional Intensity
The phrase can indicate a high emotional response which may not be logical or thought-out. 