A dirty Joli is when you put an ice cream (with specific kind of sprinklers) cone on somewones genitalia at 3:30 AM.
"Hey man, you don't seem well lately, is Marie giving you the Dirty Joli again?"
"Yeah man, she always does, and she never puts the chocolate sprinkles in"