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Means "Hand covering my face while shaking my head" - Addition to SMH "Shaking my head".
A friend says a silly joke and hits you with the punchline after you could not figure out the joke. You cover your face while shaking your head in shame or in embarrassment.

by MrWords2100 November 08, 2012