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In the dead of winter
Emphasis on Cold
Used to highlight the extreme cold or harshness of winter. 
Figurative Use
Figuratively, it can describe situations that seem lifeless or inactive. 
Literary Scenes
Often used in literature to set a scene of desolation or quiet. 