Figure 1 shows evidence that a sentiment tool would not suffice on accurately predicting tweets with pessimistic and optimistic connotations (left and right side of the figure, respectively).
as mentioned, a tweet was considered optimist if its manually annotated score was above 1 and pessimist if the score was below −1.