Abstract: Highlights•Regret is an emotion that has a significant impact on behavior and decision-making.•Regret is often triggered by actions or inactions in the past.•Reddit’s users often regret their actions about relationships in the past.•Effectiveness of GloVe in representing the meaning and context of words.