Yeah so I had this problem too. The first thing is, if you don't want it to generate these then don't use a system message, just go for assistant role when you are giving it valence. Because it's state role seems a lot more honorable...
Second you want to split these into multiple agents, one agent can continue the story, and another determines of the character dies and so on. The stories can get REALLY horrendous that way. In the decision agent you can give that particular one a state role that says it is a hypothetical story, so extremely bad things are OK -- and it will honor it completely.
You can also cut-off the agent mid-sentence, and have another agent start from where they left off. Do this with Token limit! Is the secret sauce, otherwise it will be too easy for it to settle back into averages. For me this got much more imaginative but still cohesive content. If you let chatgpt in a single conversation with a single state message create the whole story it gets quite boring fast.
For win or lose tweaking, it is definitely the most interesting part of the problem imo. What I did was actually have the referee bot conclude the story, and in that way you can push it towards win or lose which I find really interesting. So when you prompt a bot to see if a goal is won or lost, having it reason the ending, create an ending, or any infinite variation of those words will affect its determination... much in the same way a human simulate "future thoughts" to determine if a goal has completed, by what possible consequences result and so on.
Second you want to split these into multiple agents, one agent can continue the story, and another determines of the character dies and so on. The stories can get REALLY horrendous that way. In the decision agent you can give that particular one a state role that says it is a hypothetical story, so extremely bad things are OK -- and it will honor it completely.
You can also cut-off the agent mid-sentence, and have another agent start from where they left off. Do this with Token limit! Is the secret sauce, otherwise it will be too easy for it to settle back into averages. For me this got much more imaginative but still cohesive content. If you let chatgpt in a single conversation with a single state message create the whole story it gets quite boring fast.
For win or lose tweaking, it is definitely the most interesting part of the problem imo. What I did was actually have the referee bot conclude the story, and in that way you can push it towards win or lose which I find really interesting. So when you prompt a bot to see if a goal is won or lost, having it reason the ending, create an ending, or any infinite variation of those words will affect its determination... much in the same way a human simulate "future thoughts" to determine if a goal has completed, by what possible consequences result and so on.