Big Fat Rock Share definition Flag Big Fat Rock of cocaine. 1."Yo man, I just gotta tell ya somethin..I smoke rocks!." 2.White and fat. 3. Wide eyed and tweaked. Big Fat Rock by Lismon Simon Dimentchee (LSD) August 12, 2004 Get the Big Fat Rock mug.