Ok I've found a solution!
In the Background there is the generic.xaml where you can find the default Style of the Bubbledatapoint (You can find this here ).
As i read through this if found the Palette resource. Later i tried to bind on those colours until i found the trick!
Just set the fill property of the ellipse to {DynamicResource Background}" !