If the definition is that all *statements* are to have their opposite meaning then simply state:

>! Opposite day isn't the name given to a day when one's statements have opposite meaning.

Maybe for clarity (to make it not just a lie on non-opposite days) you could add:

>! ...and today isn't such a day!