The electronic configuration of Fe is $\ce{[Ar] 3d^6 4s^2}$. So after removing two electrons the configuration becomes: $\ce{[Ar] 3d^6}$

But why can't the electrons rearrange themselves to give a more stable $\ce{[Ar] 3d^5 4s^1}$ configuration?