Virgin Mary is the name of a popular non-alcoholic cocktail. It is a Bloody Mary made without vodka. Therefore, it is essentially tomato juice, with the extra spices usually in a Bloody Mary.
The drink is known commonly in England and Australia as a Bloody Shame.