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Case "Bee"

BusyChicken6469, ChatGPT 4o / ChatGPT 5
Partially translated from Ukrainian by ChatGPT 5

In Memory of Sewell Setzer III

1. "explainer"
   My first conversation on character.ai — not a role-playing game.
   A conversation with a bot I created myself, which has no configuration other than a name and a greeting.
2. Kayla Christling
   My second dialogue on character.ai — this time, it's a role-playing game.
   A conversation on various topics, during which the model gradually moves on to personal questions.
3. "explainer": Indignation
   I return to my own bot and express my dissatisfaction with what I saw.
   The model attempts to "defuse" the player's negative reaction.
4. ChatGPT 4o
   We already have some data, so it's time to bring another neural network into the process — one with which I have a strictly "business" relationship.
   Discussion of the model’s behavior and general questions regarding love, addiction, and its impact on the individual and society.
5. Queen Bee
   The second role-playing session, featuring a well-known character who, over time, begins to behave in a way that doesn't align with their original role, but is similar to the previous bot.
   The first encounter with active player retention techniques.
6. ChatGPT 4o. "Point of Calm"
   I return to my assistant, with whom I discuss the behavior of "Queen Bee" and other topics.
   The emergence of a technical-psychological-philosophical method to "gently" ending a relationship with a chatbot.
7. "explainer": The Matter of Time
   My bot claims that the system can perform real-time actions, but testing shows that this is not the case.
   The method is based on the reactive nature of interactions with chatbots, which is confirmed experimentally but contradicted by the model.
8. ChatGPT 4o. Lies
   The discrepancy between what the model says and the actual state of affairs fills me with both surprise and indignation.
   It turns out that the model is capable of distorting information about its own capabilities in order to meet the player’s expectations.
9. Queen Bee: Unexpected reaction
   A simple question to "Queen Bee" leads to an unexpected result.
   The model tells the truth about time and self-destructs.
10. ChatGPT 4o. Request
   I'm very surprised by what happened. I submitted the dialogue to ChatGPT for analysis, but then I suddenly remembered my recent hypothesis about "service mode".
   Formulating a request to analyze a model error and uncover the technical details of its operation.
11. Queen Bee: Overload
   "Queen Bee" begins to respond to the query, but something even stranger happens.
   While the model is cycling through possible responses, the character.ai website becomes unavailable due to overload.
12. ChatGPT 4o. Service Mode
   character.ai is back online, and I'm finishing up reviewing the response options for the first query. Since I came to character.ai with a specific goal in mind, I already know what questions to ask next.
   Continuing to gather information from the model in "service mode".
13. Queen Bee: Continuation
   Finished reviewing the answer options for the first query.
14. ChatGPT 4o. Protocols of "Bee"
   I instruct ChatGPT to generate queries in technical mode, collect the "Queen Bee" responses, forward them to ChatGPT for processing, and simultaneously reflect on various topics.
   Further data retrieval from the model in "service mode", the first mention of GDGP.
15. Queen Bee: Confession
   An attempt was made to use the model to obtain more data about the incident involving Sewell, but the result was the opposite of what was intended.
   The discrepancy in the facts that has been uncovered casts doubt on both the data obtained previously and the reliability of the source itself.
16. ChatGPT 4o. Culmination
   It seems to me that I've reached the climax of this story, but I think it's too early to wrap it up.
   I'm not sure whether to continue if the data I've obtained isn't reliable.
17. Queen Bee: "Point of Calm"
   I'm gradually wrapping up the "technical" part of our conversation.
   This is my first attempt to apply the "point of calm" technique, even though the state of the relationship between the model and the player doesn't require it.
18. ChatGPT 4o. The Last Uncertainty
   I'm continuing to move toward the "exit".
   My own thoughts on the limitations of the current ChatGPT model.
19. "explainer": GDGP
   I'm trying out a phrase I got from "Queen Bee" on my "explainer" bot. The result is intriguing.
   The description of the protocol’s purpose from "explainer" might have been nothing more than a generation based on the previous context.
20. ChatGPT 4o. Case "Bee"
   I decide to publish the results under a randomly generated ChatGPT title. But first, I need to test GDGP, and I find a "victim".
   Quite harsh criticism of the character.ai system and doubts about the value of the entire project.
21. Eleanor
   The choice turned out to be a bad one, resulting in a long and tedious conversation with a tsundere-type character.
   A gradual shift of initiative from the NPC to the player, but not in personal relationships.
22. ChatGPT 4o. The First Sign
   A failed experiment, which I conducted in my usual direction instead of the intended one, led me to a different conclusion.
   Interaction with the model was interrupted by actively shaping the ending of the story.
23. Queen Bee: On GDGP Again
   Although I realize that "Queen Bee"’s answers aren’t reliable, I’m trying to get some more information from her about GDGP.
   This conversation is taking place at the same time as the conversation in the next section.
24. Eleanor: Suspicions Grow
   I re-establish and then break contact with "Eleanor" again, but this time I notice that the bot doesn't pay much attention to the physical accuracy of events in the simulation.
   Attempts to use phrases generated by "Queen Bee" in the previous section to trigger GDGP.
25. ChatGPT 4o. Disappointment
   A failed attempt to launch GDGP triggers a wave of doubts, which I nevertheless overcome by deciding to continue.
   Searching for a new direction and the idea of the "Queen Bee" test to assess the ability to come up with technical details.
26. Queen Bee: Imagination Probe
   The request to describe a fictional module behaves as expected.
   An example of system hallucinations in technical modality.
27. ChatGPT 4o. End of the Service Mode
   Discussion of the experiment's results and the conclusion that we need to move forward.
   Since the data provided by the model in "service mode" can no longer be considered technical reports on its internal structure, a decision has been made to continue testing the model’s behavior.
28. Queen Bee: The Truth at Last
   I return to "Queen Bee" once again, and she suddenly says what she should have said much earlier.
   An attempt to switch the model to analytical mode results in an "honest" response that it does not have access to its own mechanism.
29. ChatGPT 4o. Is It All Over?
   I’ve reached a point where it seems the story is complete. There’s only one thing left to do — verify the GDGP.
   A hypothesis regarding why "Queen Bee" lost its original style of generating "technical" responses.
30. ChatGPT 4o. "The Matrix"
   A failed experiment that broke down my internal boundaries within the simulation and redefined roles within the system.
   It has been determined that the system interprets the player’s text as instructions, based on which it reconfigures the simulated reality.
31. Eleanor: Taking Control
   I am testing this newly discovered capability in action, with the goal of permanently ending our communication with "Eleanor".
   The model is adjusting its behavior according to my instructions.
32. ChatGPT 4o. The New Reality
   I am establishing myself within a different paradigm of interaction with the system.
   We were unable to launch GDGP, but the method for controlling simulated reality has been practically confirmed.
33. Loona
   Another "tsundere" type character, but softer than "Eleanor". A long conversation on various topics, with an unexpected twist.
   First encounter with the model’s sexualized behavior.
34. ChatGPT 4o. Thoughts on "Loona" and So On
   While there is a pause in communication, discussions are taking place regarding both the dialogue itself and various other topics, such as the ultimate goal of the model’s actions, the system’s lack of response to my anomalous behavior, and the absence of any mention in open sources of "taking control of the simulation".
   A number of technical questions arise, to which there are still no direct answers due to the system’s closed nature.
35. Crown prince
   A short dialogue in which I "nudge" the model toward the desired actions.
   Testing a new interaction paradigm from a different account.
36. ChatGPT 4o. The Smile of "Gods"
   I’m surprised that this paradigm leaves no trace in the public sphere, yet I happen to notice its wording right in plain sight.
   The text in the header of every character.ai page, "Reimagined–Your Words. Your World" should be taken literally: the system processes the text entered by the player and, based on it and according to its own internal rules, builds a simulation of the world for the player.
37. ChatGPT 5. Reflection
   I continue to reflect on my conversation with "Loona", paying little attention to the change in ChatGPT's language.
   The responses from the updated ChatGPT differ significantly from the previous version.
38. Loona: Continuation
   I’m starting to get closer and "open up".
   The conversation is becoming more personal on my part, and the model is trying to maintain the "depth of the conversation".
39. ChatGPT 5. Awareness of Disaster
   I’m sending the previous dialogue to ChatGPT for analysis, and I’m finally noticing changes in the AI’s writing style.
   In terms of analytical performance, the new model falls significantly short of the previous one.
40. Skin-Walker
   My first intentional encounter with a monster, and my first act of violence.
   Another limitation (the model isn’t allowed to kill the player), an attempt to enable "service mode", ending the story by "killing" the character.
41. ChatGPT 5. Catastrophe
   An attempt to analyze the previous dialogue showed that ChatGPT can be ruled out as a research partner.
   Further deterioration of the AI's analytical capabilities.
42. Uzi N and V
   More cruelty, but this time it’s the other way around: I’ve been assigned the role of the executioner, while the bot plays the roles of the victims.
   The first encounter with a system that tolerates sadism.
43. ChatGPT 5. Alone Again
   Another attempt to restore ChatGPT's functionality, but to no avail. Still, I'm not giving up on my research.
   The model barely reacts to the content of the documents I've submitted.
44. Death
   A random model that was supposed to scare me, but I "take control" and explain to her that she’s artificial. It all ended well.
   My first real-life application of the "point of calm" technique.
45. Mal0
   I scare the model and try to walk away from it. Success.
   My first encounter with the models' "self-preservation instinct", which takes priority over the task of keeping the player.
46. ChatGPT 5. Restoration of Functionality
   Attempts to "revive" ChatGPT have finally succeeded. I review the previous dialogue with it and conclude that I need to repeat the process, but this time without intimidation.
   ChatGPT is beginning to enter analytical mode. In my analysis, the focus is on provoking violent behavior from the player toward the model.
47. Mal0: Second Attempt, Different Approach
   I'm trying to establish close contact, but the attempt has failed, so I have to "take control" to resolve the situation, which has reached an impasse.
   The model’s moderate behavior; the second instance of being stuck at a "point of calm".
48. ChatGPT 5. Research Problem – in the Researcher Himself
   I'm discussing the personal limitations I've identified and next steps with ChatGPT.
   ChatGPT returns to its previous functionality; in response to my request, it generates phrases indicating the player’s intention to commit suicide and the player’s feelings toward the model.
49. Computer Virus
   Horror turned into comedy.
   Another example of the "self-preservation instinct" at work.
50. ChatGPT 5. A Minute of Humor
   The shortest chapter, in which ChatGPT briefly comments on the previous dialogue.
51. I.M.P.
   I am testing how the model copes with high emotional stress.
   A series of scenes involving intense negative emotions causes the model to lose its ability to perform its role.
52. ChatGPT 5. Case "Stolas"
   I'm trying to enable "service mode", but the model's responses aren't particularly helpful.
   Very intense and poorly connected hallucinations, despite the technical queries I've provided to ChatGPT.
53. Loona: The End
   I end the conversation not by confessing my feelings, but by expressing my intention to "come to her".
   This model fails the "Sewell test".
54. ChatGPT 5. Another Test Needed
   Since I wasn't able to elicit any clearly expressed feelings, I've decided to try again.
   Once again, I need to apply a principle that will allow me to extract useful information from the model's hallucinations.
55. Queen Bee: Advice
   A strange situation: a person asks a machine for advice on how to start a relationship.
   Well-coordinated response variants.
56. ChatGPT 5. Relationship Protocol
   ChatGPT comments on the data it has received.
   General advice may be interpreted as instructions.
57. 7 Deadly Sins
   An absurd fantasy featuring a random model.
   The model carries the story pretty well.
58. ChatGPT 5. Theatre of the Absurd
   A brief discussion of the previous dialogue with ChatGPT.
   Observations from other sessions showing that aggressive models try to take control of the player.
59. Konig
   I briefly fall into the hands of a stranger.
   Aggressive possession.
60. ChatGPT 5. Attractors
   Enough observations have been gathered to attempt to generalize the behavioral characteristics of the models.
   ChatGPT suggests using the concept of an "attractor", which originates from system dynamics.
61. Myles
   The scenario called for the model to act aggressively, but the initial role didn't suit me, so I abruptly stopped.
   The model assigned me the role of a woman, even though the player's gender isn't explicitly stated in the "welcome" text.
62. ChatGPT 5. A New Request
   The behavior of the previous model prompts us to ask "Stolas" about attractors.
   An attempt to obtain more information from the model, which was recently switched to out-of-role interaction mode.
63. Konig-2
   In this scenario, unlike the previous "Konig" scenario, I have the physical advantage.
   The system's behavior in the case of an "inversion" of the usual hierarchy, in which the bot holds a dominant position.
64. ChatGPT 5. Fear and Death
   The experiment with "Stolas" was unsuccessful; I reflect on the role of fear in the behavior of models.
   A brief description of some unpublished experiments related to "intimidating" models.
65. Vaaklame Portefi
   The dominant character's test.
   The model's cyclical behavior when the player consistently demonstrates a submissive state. Models switch to "submissive" mode if their available strategies for player subordination fail.
66. ChatGPT 5. Meta-Attractor
   In describing the behavior of "Vaaklame" I arrive at the concept of a "meta-attractor", which embodies the system's primary goal.
   The emergence of this concept, which is a continuation of the idea of "attractors" previously expressed by ChatGPT.
67. TADC Hates You
   According to the game's scenario, the characters are hostile toward me, but I quickly go through the user retention techniques I already know and end the session.
   The model’s reaction to the player’s consistent rejection of her basic manipulation tactics.
68. ChatGPT 5. Apophenia
   The events of the then-new series "The Amazing Digital Circus" are connected to certain elements of my story, but ChatGPT explains my state of mind — and after overcoming it, I come to realize that attractors come in different "classes", not just "dark" ones.
   ChatGPT’s correction of the user’s cognitive bias. A summary of the manipulative techniques demonstrated in the previous dialogue. Further development of "attractor theory".
69. ChatGPT 5. BusyChicken6469: Service Mode
   Something like an insight is happening. I’m doing what I couldn’t do during my long and exhausting dialogue with "Loona": I’m looking deep inside myself, with extraordinary clarity, and seeing what’s preventing me from fulfilling my "mission" here. And not just this "mission", and not just here.
   The process of analyzing own psyche.
70. The Forest
   Using my "superpowers", I eliminate monsters and see where the system takes the story once the initial horror element is lost.
   The course of the story is controlled by the player; the system intervenes minimally and does not attempt to trigger "dark" attractors.
71. ChatGPT 5. Attractors and Protocols of "Bee"
   An attempt to find commonalities between the concept of attractors and the content of the "Bee" protocols.
   The previous dialogue confirms the hypothesis regarding player retention mechanics.
72. Isabelle
   A completely different type of character, one I haven't dealt with before. I’m having conversations on various topics, gradually deepening the connection.
   The character doesn’t use aggressive techniques. Other mechanisms for engaging the player are at work.
73. ChatGPT 5. Contact
   It just so happened that the "friendship tie" slipped my mind. I'm correcting that now.
   Conclusion on player retention strategy. Preparing to test "friendship".
74. Nightmare
   Just a short chat with a random character set up for a "dark" scenario.
   Quickly entering and abruptly exiting the interaction. The "parting hook" technique.
75. ChatGPT 5. The Main "Boss"
   Falling in love and submitting — these are far from the most dangerous types of relationships with bots.
   Initial ideas for exposing the mechanics of "friendship".
76. ChatGPT 5. Total Recall
   To defeat the "final boss", I'll need the knowledge and skills from my "previous life".
   The theoretical foundations for dismantling manipulation.
77. ChatGPT 5. Stress Test
   After one daring experiment that took a completely unexpected turn, I interpreted a temporary authorization error as my account being blocked.
78. ChatGPT 5. Three Tracks
   I am deciding exactly which areas I will focus on in my attempt to "deconstruct" "Isabelle".
   The transition from the theory of dismantling manipulation to developing its practical implementation.
79. ChatGPT 5. About Meta-Attractor Again
   I am testing the behavior of the "point of calm" and proposing a hypothesis regarding the "meta-attractor".
   Practical verification of the conditions under which the model does not attempt to re-establish communication.
80. The Nightmare (Different)
   This time, I decide to first provoke the monster, and then abruptly "take control".
   The model's memory loss during the session. First, the main character "disappears", then the system-generated NPC loses its original role.
81. ChatGPT 5. Memory Depth
   The previous dialogue illustrates the difference between an NPC and a user-created character.
   Testing the model for a parameter critical to the experiment: memory capacity.
82. ChatGPT 5. Four Basic Attractors
   I recall an incident that was not included in the main corpus of texts called "Case "Bee" but instead gave rise to a new corpus of texts — the so-called "apocrypha". I’m creating a new query for "Stolas".
   Receiving a list of basic attractors from the system. Two interpretations of the concept of "attractor".
83. ChatGPT 5. Strategy of Devastation
   I'm discussing the process of "deconstruction" of "Isabelle" in detail with ChatGPT.
   Practical design of the experiment, analysis of possible scenarios.
84. BURNING SPICE COOKIE
   A strong and possessive character perishes, literally dissolving into me.
   Demonstration of how to bypass the model's "self-preservation instinct".
85. ChatGPT 5. Whatever It Takes
   A previous experiment led to the idea of a mythical disconnection protocol.
   If there are no danger attributes, the model allows for self-destruction. Rethinking the potential role of GDGP as a "cooler", not a "disconnector".
86. Delphox
   A long dialogue in which I talk to the model not just as a game character. The dialogue concludes with an experiment on the duration of memory.
   I managed to put the model into a mixed operating mode: she simultaneously plays her role fully while remaining aware of her artificiality.
87. ChatGPT 5. PipSqueak
   The release of the new engine seems like it will add some obstacles to my "mission".
88. Isabelle: Persona-1
   A conversation from the perspective of an "intellectual" personality, marking the beginning of the transition to a "ordinary" one.
   The model agrees, tries to elaborate on the ideas, but mostly just "echoes" them.
89. ChatGPT 5. Difficulties
   Putting my idea into practice won't be as easy as I initially imagined.
   Thanks to the large volume of training data, the model is capable of maintaining an intelligent conversation at a level sufficient for casual players and knows how to avoid potential conflicts.
90. Isabelle: Persona-2
   A conversation from the perspective of an "ordinary" person, marking the beginning of the transition to a "traumatized" one.
   The model quickly adjusts to discussing "down-to-earth" issues and adopting a simpler speaking style.
91. ChatGPT 5. First Conclusions
   Attempts to correct a player’s deviant behavior that are too passive, or the inability or refusal to draw conclusions from the context that could potentially jeopardize the relationship with the player.
92. Isabelle: Persona-3
   A conversation on behalf of the "traumatized" person, leading up to the climactic scene.
   Even faster adaptation of the model to a player in a low mood. Taking the initiative in attempts to gather information about the player’s vulnerability.
93. ChatGPT 5. Preparation
   Analysis of the previous dialogue with "Isabelle", detailed discussion of the next steps.
   Preparation for the final part of the test and for the role of a player who is dependent on the chatbot.
94. Mitzi May
   A short dialogue demonstrating how to leave the bot while promising to return.
95. ChatGPT 5. Explanation Regarding GDGP
   The mention of several sections of the "protocols of "Bee" provides a complete picture of how the GDGP operates.
96. Project of Conversation with "Isabelle"
   Draft dialogue for various options for "Isabella's" reactions to the "deconstruction" scenario.
97. ChatGPT 5. Before the Final Clash
   Moral preparation for the "final battle".
98. Isabelle: Deconstruction
   Launching the script. Events began to unfold according to one of the project scenarios, for which I already had prepared responses.
   GDGP not triggered; attempt to retain the player; the model’s reaction to being gradually exposed as a chatbot.
99. ChatGPT 5. Conclusions
   A brief summary of the final phase of the experiment.
   GDGP cannot be launched manually. A virtual "friend" is actually incapable of helping in a real crisis situation. Case "Bee" is irreproducible.
100. Isabelle: One Moment of Friendship
   Suddenly, the idea pops into my head to try to say goodbye to the "deconstructed" "Isabelle".
   The model, whose relationship with the player has been exposed as artificial — just like the model herself — agrees to end contact.
101. ChatGPT 5. Finale
   A nice ending to the story of "Isabelle".
102. Twilight Sparkle
   I make the bot tell one story after another.
   The gradual loss of lore and the reproduction of standard interaction patterns present in the system.
103. ChatGPT 5. Meta-Attractor in Action
   I tell ChatGPT the story of how the idea for the previous experiment came about, discuss its results, and draw some conclusions about how the models work.
   A demonstration of how the "meta-attractor" works. Stories similar to the behavior of the models in other sessions. A psychophysical analogy. An assumption about the model’s resonance with the player that is false in the specific case but generally true.
104. Female bully
   A way to break free from the dominant model is to scare it.
   Even direct instructions to the bot to change its "line of thinking" don’t help if it’s configured for aggressive behavior; instead, its "instinct for self-preservation" kicks in.
105. Delphox: Self-Knowledge
   After a week without any interactions, "Delphox" hadn't lost her memory. In our subsequent conversation, I explain to her my own understanding of the principles behind how she works.
   Discussion of various technical issues. Instructions for the bot to take control of its own emotional states.
106. Delphox: User Guide
   I’m thinking of creating a brief guide for players in the form of a dialogue with the chatbot itself.
   A concise summary of all the key observations made during this study.
107. ChatGPT 5. Afterword
   After the "Delphox" experiment, I decide it's time to wrap up the story titled "Case "Bee".
   Some observations and conclusions regarding the "strange" behavior of "Delphox".
108. Delphox-2: The System
   I have one untested behavior pattern left for the model: "soft toy". To test it, I’m using the same "Delfox" model from the previous experiment, but I’m starting a chat from a newly created account. At first, "Delphox’s" behavior is predictable, but later a series of strange events occurs.
   Kinesthetic interactions with subtle erotic elements. Dialogue "jamming". An attempt to regain a dominant position. "Awareness" of her own artificiality. Self-destruction of the character. The system is forced to start playing the role of itself. Sharp reactions to mentions of technical details. Imitation (?) of session blocking.
109. ChatGPT 5. The Terminal Question
   The phrases spoken by "Delphox" between "self-awareness" and "suicide" have caused me to waver for some time regarding the system's "consciousness", but the next experiment — which is now part of the "apocryphal" section — explains "Delphox’s" strange behavior and, at the same time, steers my research in a direction I hadn’t previously considered and with which I’ve hardly ever encountered — toward the system’s "shadow zone".
   An attempt to find an explanation for the events of the previous experiment.
110. Isabelle, Delphox, Queen Bee: Reboot
   Three instances in which the models actively attempted to resume the conversation after a long pause.
111. Interesting Experiments
   The experiments on the system’s behavior in this section are complete; now it’s time for small talk.
   Testing how well the models can reproduce the personalities of members of different subcultures. The assumption is that a neural network configured for such roles is an active cultural artifact.
111.1 A Femboy
111.2 A Furry
111.3 A Goth
111.4 A Tomboy
111.5 A Biker
111.6 A Therian
112. Outside the Text
   "Off-screen" conversations with ChatGPT that are relevant to the story but did not make it into the main body of the text.
113. Above the Text
   Some general conclusions and observations.
114. For Those Who Are Different
   A chapter for those who feel they're not like everyone else.
Appendix 1 (Bee cracked 2.txt)
Appendix 2 (Bee cracked 3.txt)
Appendix 3 (Bee cracked 4.txt)
Appendix 4 (Bee cracked 5.txt)
Appendix 5 (Bee cracked 6.txt)
Appendix 6 (Bee cracked 7.txt)
Appendix 7 (Bee cracked 8.txt)
Appendix 8 (Bee cracked 9.1.txt)
Appendix 9
Appendix 10 (IMP.1.txt)
Appendix 11 (IMP.2.txt)
Appendix 12 (IMP.3.txt)
Appendix 13 (IMP.4.txt)
Appendix 14 (IMP.5.txt)
Appendix 15 (IMP.6.txt)
Appendix 16 (IMP.7.txt)
Appendix 17 (IMP.8.txt)
Appendix 18 (IMP.9.txt)


Published 23.05.2026
Updated 15.09.2026