... Angry/Annoyed Anger, annoyed, irate, agitated angry 1,2,3,4 , annoyed 1,6,8 , irritated 2,3,5,6,9 , irate 4 , agitation 11,12,13 Bored Boredom, boring, dull bored 1,7,8,10 Confused Pain/Grief Suffering, painful, sorrow, agony, anguish grief 2 , misery 2 , pain 2 , sorrow 2 , anguish 11,12,13 Happy Happy mood, joy, cheerful, glad happy 1,2,3,4,7,9 , happy memory 8 , joyful 1,2,3 , glad 1,2 , merry 8 Table 3. Distribution of valence and arousal scores (1-9) among consumers from the USA expressed as percentages for 33 facial emoji obtained by Self-Assessment Manikin (SAM). The emoji are listed according to average scores for valence and groupings following hierarchical cluster analysis are indicated by horizontal lines ("positive sentiment", "neutral/dispersed sentiment" and "negative sentiment", respectively). ...