The other variety are known as “upward counterfactuals.” With upward counterfactuals, we imagine how things could have gone better. They make us say “If only . . .”—as in, “If only I’d attended class more often and done all the reading, I’d have gotten a much better grade.” Let’s call these counterfactuals If Onlys.