No. There is no New Jersey state (or Federal) tax on gift income. http://www.state.nj.us/treasury/taxation/njit12.shtml
Sometime on a federal return, there's a gift tax that the giver must pay; however, there is no New Jersey state gift tax laws, so New Jersey never imposes a tax on a gift.
