Cotton underwear doesn't work that well if your activity varies. Wear enough cotton to be warm while sitting for hours, and you're certain to be sweaty after five minutes of physical activity. And moist cotton underwear makes you cold.

I tend to wear wool long johns from December to March. Decades of experience with cotton, too. Wool is much, much better.