How did the Great Purge demonstrate Joseph Stalin’s paranoia? The purge targeted those who might challenge Stalin’s power. Stalin used the purge to strengthen the Communist Party. The purge was done in secret so the public would never know. Stalin’s fear of religious practice largely motivated the purge