I always believed Horus was right, he feared being forgotten and from what I have read in the HH Novels that was there eventual fate once the Imperium was secured. The Primarchs were tools for that purpose and once that purpose was finished they were to be retired as were there legions. Don't believe me? Look what happened to the warriors who conquered Terra for the Emperor. Once that was completed they were killed.