Although you don’t taste it as much when you eat raw carrots, this root vegetable is naturally sweet. That sweetness becomes concentrated and more pronounced when they’re cooked, and it’s common to find carrot soups to taste somewhat sweet. Add an umami flavor, like soy sauce or some vinegar or lemon juice to balance the sweetness.