Taking away a citizen's rights "under color of law"
(In this case, not just any citizen, but a political opponent and then the elected POTUSA )
is a Capital Crime
And it's a Capital Crime no matter who the citizen is.
They are used to getting away with their crimes; that's why they look so nonplussed.