There's a reason for that time lag. A totalitarian state must first ensure that the common population is disarmed before committing large-scale atrocities, and so it needs a relatively quiet period, followed by gun registration and confiscation (as the USSR did in 1929) before engaging in real large-scale killing (as the USSR engaged in in the 1930's
Totalitarianism does not happen overnight. It's a gradual process.