What does the narrator mean by Only Gatsby the man who gives his name to this book was exempt from my reactions?

The narrator is saying that Gatsby was the only person who did not provoke any negative reactions or judgments from them. Gatsby was seen as distinct or separate from the others in how he was perceived or responded to.