What is the smallest sleeping bag?
Take a look at the Western Mountaineering UltraLite. While there is no such bag that will work for you “at all temps”, this 20F, 29 ounce bag is likely to fit the bill for most of your AT hikes. Another alternative would be to purchase a somewhat roomier bag rated at 35F or 40F, and augment it with layers of clothing to stretch it to sub-freezing temps.