Norwegian guy here with 15 years of winter biking behind him.
In short:
Wear thin merino wool shirts with a long zip-neck. One or two layers of these under any breathable water- and windproof shell. Never cotton, avoid it -your life may depend on it. Keep a dry spare for any breaks. You will...