I've spoken with Apple Online sales before, which you can also, anytime. They are very helpful.
You can opt to not sign for it when it arrives. After hanging around in the depot for about 7 days, it will be sent back to Apple. A refund will be processed then.
Or, you can just call Apple Online Sales, and they will initiate the refund/cancellation process as soon as they can.