When repeatedly running "generate story about X" on different models and then simply asking for next part, one thing that stands out is many LLMs will gladly swap characters in their output. Like X asks Y to do something, Y does, then Y says "thank you X for doing this". But obviously it is much more varied.
Most likely because there is no mechanism in this thing that would allow for building spatial or relationship model between entities.