no it's not a simple mater of adding a css rule, you need to enable the option in the css menu writer wizard.
theres to it than just the rule, it's not something that can simply be added on after the fact, it doesn't work that way.
see the linked tutorial for details on re entering the interface to make changes after the menu is created.