We are not assuming that all important words in the supporting sentence are nominal; the verb will be needed in many cases to accurately convey the reason for the sentiment expressed.
it is a fairly safe assumption that part of the information is conveyed using noun phrases since it is difficult to convey specific information without using specific noun phrases.