'Alogos', which uses the alpha privative, means not the opposite of rational

I believe this means that by adding "a" (that is, alpha) to a Greek word, you are changing the sense of it to mean the lack of that thing. I'm guessing that privative is from the same root as deprive - thus the sense of "to take away" or "lack."