The predicate associated with the verb fails to express its full argument structure, while the predicate associated with the nominalization preserves its original argument structure.
The Light Verb Construction gives us a window into the mental lexicon: John takes a cup -> agent=John, theme = a cup John takes a walk -> agent = John, theme=Ø