Table 3. Confusion matrix of the Geneva Emotion Analyst (GEA) predicted emotion families against the user’s chosen emotion family (in absolute numbers).

	GEA prediction
	Happiness	Anger	Shame/guilt	Distress
User choice
Happiness	1066	108	21	297
Anger	49	474	10	740
Shame/guilt	16	124	23	309
Distress	228	515	53	1936
Class hit rate	71.4%	37.2%	4.9%	70.9%