We examine words readers use to describe aesthetic appeal dimensions of literature.
The collected aesthetic appeal terms show a primacy of beauty and suspense.
Cognitive-affective terms and emotions terms also play an important role.
Aesthetic appreciation terms for poetry overlap considerably with those for music.
Poeticity vs. narrativity define one important dimension of aesthetic appeal.