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Interpersonal relations are fickle, with close friendships often dissolvinginto enmity. In this work, we explore linguistic cues that presage suchtransitions by studying dyadic interactions in an online strategy game whereplayers form alliances and break those alliances through betrayal. Wecharacterize friendships that are unlikely to last and examine temporalpatterns that foretell betrayal.  We reveal that subtle signs of imminent betrayal are encoded in theconversational patterns of the dyad, even if the victim is not aware of therelationship's fate. In particular, we find that lasting friendships exhibit aform of balance that manifests itself through language. In contrast, suddenchanges in the balance of certain conversational attributes---such as positivesentiment, politeness, or focus on future planning---signal impending betrayal.

Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game