Self-Hosting Sentiment and Emotion for DiscourseAI

Is it possible to shorten the emotion classifier into fewer emojis without breaking it?

I know some emojis on the dashboard would not be complete; that’s not a problem for me because I want to reduce them to no more than 10 (from 28).