A chat before labelling: micro-narratives made the same posts read more divergently, not more alike
A pre-annotation stage that anchors a short axis-guided conversation in a scenario vignette and returns a first-person micro-narrative raised identity resonance and harm sensitivity among 104 annotators labelling 30 ambiguous hate speech items, while label entropy rose and inter-annotator agreement fell.