We had exactly the same problem, went to jfk and spoke to virgin staff who gave us a number to call to rebook. Called until 5am this morning and booked flight out for wed from Newark-earliest they had! Number for virgin from the USA is 1 800862 8621. Just keeping everything crossed for wed's flight!!good luck!
We had exactly the same