The Cheka and NKVD were just more or less a continuation of the Czar’s Okhrana. Let’s not pretend that Czar Nicky or his predecessors were saints.
No, they weren’t. The brutality of Russian elites toward the Russian masses goes back centuries. And hasn’t improved all that much.