In this article, I endeavor to analyze Wittgenstein’s remarks on certain aspects of Freud’s theory in the hope to show that his criticism can be epistemologically fruitful to pinpoint some insurmountable theoretical difficulties in the metapsychological aspect of psychoanalysis, especially with regard to Freud’s insistent remarks that his deep psychology must be viewed as a scientific approach of psychic phenomena.