The data in this directory, sentiment scores for 100,000 words across 10 languages, were downloaded from here. The authors describe their collection procedure as follows:

We then paid native speakers to rate how they felt in response to individual words on a 9 point scale, with 1 corresponding to most negative or saddest, 5 to neutral, and 9 to most positive or happiest