Our main results show a generally strong and stable performance across most single emotions and emotion sets, aside from a widespread poor performance for sadness.

We also conducted an ablation experiment, to understand if the performance was influenced by memorisation or implicit statistics within different series (subsets of DreamBank), but found no significant evidence of these differences impacting the model.