It is called blow by. It is the soot in the combustion gasses that gets blown by the piston rings and ends up in the oil.
Also, when you change the oil, you can't get every drop of the old, sooted oil out, so the engine gets a head start on turning your new fresh clean oil sooty as soon as you turn the key and start it up after the oil change.