Purple Cocktail Dresses Plus Size. Find plus size cocktail dresses in a variety of styles, including dresses with sleeves in red, black & white perfect for a wedding or cocktail attire. Shop now! Shop plus–size purple dresses at Simply Dresses. Purple plus evening gowns, purple plus party dresses, and formal purple dresses in plus sizes.