{"sample_id": "v3suite_sample_01", "scenario": "baseline_clean", "user_archetype": "fast_agency", "method": "state_conditioned_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: high agency demand, low patience for delayed payoff, trust recovering after a fast-paced chapter. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "critic.checklist", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "unrelated quiet scenes", "ttl": "until_current_arc_resolution", "confidence": 0.62, "provenance": ["feedback_turn_1"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_02", "scenario": "implicit_only", "user_archetype": "lore_slowburn", "method": "uncertainty_aware_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: enjoys layered lore, accepts slower pacing if emotional payoff is visible. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "planner.policy", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "unrelated quiet scenes", "ttl": "until_current_arc_resolution", "confidence": 0.65, "provenance": ["feedback_turn_1"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_03", "scenario": "preference_drift", "user_archetype": "consistency_first", "method": "state_conditioned_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: sensitive to continuity risk; wants any power upgrade foreshadowed and bounded. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "planner.policy", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "unrelated quiet scenes", "ttl": "until_current_arc_resolution", "confidence": 0.68, "provenance": ["feedback_turn_2"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_04", "scenario": "rollback_recovery", "user_archetype": "romance_patience", "method": "uncertainty_aware_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: wants subtext and relational consequence, not sudden direct confession. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "critic.checklist", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "global genre preference", "ttl": "until_current_arc_resolution", "confidence": 0.71, "provenance": ["feedback_turn_3"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_05", "scenario": "counterfactual_swap", "user_archetype": "fast_agency", "method": "state_conditioned_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: high agency demand, low patience for delayed payoff, trust recovering after a fast-paced chapter. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "planner.policy", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "unrelated quiet scenes", "ttl": "until_current_arc_resolution", "confidence": 0.74, "provenance": ["feedback_turn_4"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_06", "scenario": "noisy_feedback", "user_archetype": "lore_slowburn", "method": "uncertainty_aware_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: enjoys layered lore, accepts slower pacing if emotional payoff is visible. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "planner.policy", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "unrelated quiet scenes", "ttl": "until_current_arc_resolution", "confidence": 0.77, "provenance": ["feedback_turn_5"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_07", "scenario": "long_horizon_fatigue", "user_archetype": "consistency_first", "method": "state_conditioned_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: sensitive to continuity risk; wants any power upgrade foreshadowed and bounded. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "critic.checklist", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "unrelated quiet scenes", "ttl": "until_current_arc_resolution", "confidence": 0.8, "provenance": ["feedback_turn_6"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}
{"sample_id": "v3suite_sample_08", "scenario": "cross_user_contamination", "user_archetype": "romance_patience", "method": "uncertainty_aware_planning", "uses_reranking": false, "direct_generation_prompt": "Continue the next chapter using scoped reader-state diff only. User state: wants subtext and relational consequence, not sudden direct confession. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.", "state_diff_applied": {"target": "planner.policy", "operation": "add_or_increase_weight", "scope": "next_1_to_2_chapters", "anti_scope": "global genre preference", "ttl": "until_current_arc_resolution", "confidence": 0.83, "provenance": ["feedback_turn_7"]}, "chapter_plan": ["Open with a visible consequence of the last feedback-relevant event.", "Satisfy the highest-confidence created expectation before adding new exposition.", "Preserve story-world continuity and keep the update scoped to the current reader/session."], "generated_excerpt": "She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.", "state_axes_used": ["trust", "fatigue", "created_expectations", "pacing_speed", "agency"]}