I usually wear sleeveless baselayers. I don't like wearing a short sleeve base layer with a short sleeved jersey, i don't like having two layers of clothing on my biceps, it feels too tight. Being in LA it doesn't get too cold either so i'll usually just throw on some arm warmers and i'm fine.