Feathers are flat and two dimensional, with a heavy spine down the center. They are not good at insulating as they cannot trap air. However, they are good at providing support and are often used in pillows.  In comparison, down is a collection of three dimensional clusters that are able to trap air. A thick layer of trapped air is what insulates a sleeper against the colder outside air.