[Hunter]

You're both partially right :

Spoiler:

Naruto does remain somehow in control of his action up to 3 tails (albeit really enraged) and completely lose his mind at the 4th one but once Yamato stopped the Kyubi's power he had no recollection of what happened even before the 4th tails poped up.