Explain what Winston has “always known” about O’Brien and HOW he knew it.

Winston always knew O'Brien was not part of the brotherhood. He knew this because rebelling was always "folly". Winston refused to search his feelings beneath his vague fantasy that there could be rebellion headed by O'Brien.