 These puppet leaders would rule over their own planets, but under the constant shadow of the main Federation and their planets would eventually become part of the Federation.How far the Federation's power spread was never clearly indicated either, as mentioned in the series there were many "neutral worlds" in existence.The Federation maintained control of its citizens through fear and through dosing the air and water with pacification drugs (episode "The Way Back").