Almost all private banks charge their customers for not maintaining a minimum quarterly balance. In your case Rs. 500/- per quarter.
As it is only a charge imposed on a customer to maintain a banking discipline among customers and not a credit/loan of any sort, you are not bound to pay, in case you don't want to activate the account. However, in case you need to activate the account, it will be done only after paying the penalty charges.