If I haven't dressed properly, I'm chilled to the bone ... a painful cold, and it takes ages to warm up again.
If I have dressed properly, I feel fine, although perhaps slightly more tired than I do after a warm weather ride.
If I've overdressed slightly, I'm usually hot.