The correct response is: The textbook has a stronger attraction to Earth.
This is because the weight of an object (what you feel as "heaviness") is determined by its mass and the gravitational force acting on it. Since the textbook typically has more mass than a pencil, it will feel heavier due to the greater gravitational pull it experiences.