The deLearyous dataset is a Dutch (Flemish) dataset for emotion classification following the framework of Leary's Rose, also known as the Interpersonal Circumplex. The dataset contains 11 conversations that were annotated on the sentence level with their position on Leary's Rose, in function of the two defining dimensions: "dominance", and "affinity". In addition to having been annotated with discrete class labels (8 octants and a "neutral" class), the dataset also contains fine-grained annotations, with continuous values across the defining axes.