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Shave off
Literal Shaving
Refers to actually removing hair with a razor or similar tool, often used literally. 
Physical Closeness
Emphasizes the closeness of the cutting to the surface, usually leaving very little behind. 
Facial Hair Focus
Commonly used in reference to facial hair — beards, mustaches. 