I have encountered adjectives with さ replacing their endings in my readings, like 恐ろしさ, but, I guess in this situation, I didn't bother to break it down, which was quite wrong of me, and instead lumped phrases I couldn't decipher into one batch which led me to a bigger entanglement? It's a reoccurring problem that I tend to do, to which I will watch out for next time.