Despite advances in sleep and dream science via neuroscientific methods, self-reported diary data (e. g. dream journals) remain indispensable for capturing theory-relevant phenomenological aspects of dreams including their emotional content [1, 2]. Manual annotation of such data; however, is time-intensive and typically requires human coders to be trained to reliability. To circumvent these...