Sugar rocket Share definition Flag An erect penis with a line of cocaine carefully placed on the shaft. Usually found attached to pornstars from the 1970s. Hey Duane, whip out that monster so I can set me up a sugar rocket! Sugar rocket by Supra November 10, 2017 0 0 Get merch Get the Sugar rocket mug. Buy Now — $32.95 See more merch