Purple mascara is a new trend that has been growing in popularity among young women. Purple mascara is a style of applying false eyelashes that uses a different color for the band than for the lash itself. The purpose of this style is to create a more dramatic look by using a different color for the band than for the lash. Here are some great purple-colored mascaras available today.