Just checked the JFK#2 feed and 118.975 is being scanned and I do hear aircraft on that frequency. You won't hear the controller side of transmissions because of the receivers location. There are a number of other frequencies being scanned on that radio so maybe the scanner was locking on other frequencies at the time? It can get busy at times on that radio...
Ron