Awhile back public speaking and dying were our biggest fears. New Jersey's Biggest Fear is Surprising! A new study finds that New Jersey's biggest fear is needles and injections. New Jersey's Biggest PhobiasHere's a list of the rest of New Jersey's Top 10 Phobias:2. Again, the fears of public speaking and dying didn't even make the New Jersey Top 10.