I don’t think he was originally from New Jersey. He’s associated with this state — and he does have a rest area on the Turnpike named after him — because he was a Princeton graduate.
Wilson was born in Staunton, Virginia and raised in different Southern locales. He was also Governor of New Jersey before being elected President.
From Virginia, but also Governor of New Jersey.