It refers to people in the government with a lot of power and little public exposure, and perhaps some indication of using their power against the will of the general public, and yes there’s tons of these people, and it’s quite good to have the public generally worried about them.
American political history is littered with deep state plots that turned out to be true - Iraq war being a big recent one, the insurance policy FBI agents another.