The outage will initially affect the entire NYC area (so Manhattan and beyond), but there's the possibility that it will extend to the entire Eastern Seaboard in a matter of hours.
My characters may have an inkling of this, therefore explaining their resolution to bug out immediately and reach a safe place as soon as possible.

Thanks bws48!