At one level, this is because our taste buds encourage foods that are sweet, savory (umami), or salty and warn us for tastes that are bitter and sour. This love for these types of foods occurred because they all have the ability, at some level, to turn on the fat switch, and hence encouraging an animal to seek these types of foods was beneficial for survival.
