CafeAstrology.com explains that by dealing the card, the description on the page is relevant to a woman that you are "thinking about..very involved..or someone new entering your life soon".
In The Eight Clubs, the Queen of Clubs signifies: "An affectionate woman, but quick-tempered and touchy".