Society produces storylines about Latiné communities, including their placement in racial and linguistic hierarchies, that permeate the mathematics classroom and research in mathematics education. We conducted a discourse analysis of the enunciations used in top-tier mathematics education journals about these communities. The majority of articles we examined functioned to maintain white supremacy by centering dominant (white) storylines and values to maintain a racial hierarchy, with whites above Latiné and other marginalized groups.