I'd say the author used the word chimerical here to show the principles seemed true when they were not.
In the excerpt, the narrator is trying to say that he believed in Agrippa's teachings religiously, when in fact they probably were blown out of proportion and slightly exaggerated. Thus, his belief in Agrippa's science disappeared as he realized that nothing was true, at least not the way he believed it to be.