These effects could be due to the fact that in our feature elicitation experiment ANGER terms tend also to be associated with DISGUST and many JOY terms are also associated with TRUST and SURPRISE.
the distinctiveness of the seeds impacts on the final results, but the effect is more evident if we consider a random sample of words which includes emotive words with a moderate intensity.