Similar to QFT, this phrase is to be used upon receiving a message (usually written) of such powerful value, you must fist-pump the air and release a manly bellow*
Boys who enjoy yaoi (a genre in Japan that contains sexual and/or romantic relations between two men); literally translates to "rotten boy"; corresponding female : fujoshi