For me, it was primarily carbs. Not potato chips or anything particularly greasy, but things like tortillas, rice, noodles, bread, potatoes.
As to why, who knows. I'd be "starving" but have zero desire to eat lettuce, but then jump on the first chance I got to eat a couple cups of rice.