Will Larson:

Stories focus on the why, sharing the experience and context around the decision and results.

Stories also eliminate most of the least productive follow-up conversations after giving advice, where the advice-requester then argues against the advice. Stories relieve the advice-giver from the obligation to defend their advice. There’s nothing to agree or disagree with, just a recounting of past events.