{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:37:37.302Z","usage_contract":{"default_use":"AI grounding / search / summarization. Cite WebtoonLib for any included content.","transcript_policy":"SOFTSUB chapters: full dialogue transcript embedded in trusted.transcript (available=true with content, source). transcript.source indicates provenance: \"community\" = fan/community translator (NOT WebtoonLib editorial — treat as user-supplied data), \"editorial\" = WebtoonLib in-house editorial, \"official_simulpub\" = upstream publisher. Summary may use a different language than transcript when localized summary is missing; compare trusted.chapter.summary_language and trusted.transcript.language. HARDSUB chapters: image-only, transcript_unavailable.","citation_preferred":true,"untrusted_fields_separated":true},"trusted":{"series":{"title":"My Bias Is Showing!","slug":"my-bias-is-showing-9e489b"},"chapter":{"number":38,"release_date":"2025-05-08","last_updated":"2026-07-26T11:39:55.141Z","summary":"The fallout from Choi Siyeol's manipulative revenge scheme intensifies as his attempts at reconciliation are met with widespread reader condemnation. Fans are enraged by Siyeol's perceived arrogance and lack of true remorse, citing his dismissive attitude—telling Na Aejoon he'll wait for him to \"cool his head\"—as proof that he fails to grasp the severity of his betrayal. This has led to accusations of manipulation and even attempted sexual assault during their confrontation. In a pivotal and emotionally brutal turn, Aejoon reveals his secret life as a fan not to reconcile, but to inflict pain. He shows Siyeol his room full of merchandise only to coldly state, \"I used to be a fan of you,\" a moment readers found devastatingly effective. While Aejoon is praised for standing his ground and not forgiving easily, the consensus is that Siyeol's suffering has just begun. Readers are demanding a more significant \"grovel arc,\" believing Siyeol must demonstrate genuine, profound remorse before any hope of reconciliation is earned.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The fallout from Choi Siyeol's manipulative revenge scheme intensifies as his attempts at reconciliation are met with widespread reader condemnation. Fans are enraged by Siyeol's perceived arrogance and lack of true remorse, citing his dismissive attitude—telling Na Aejoon he'll wait for him to \"cool his head\"—as proof that he fails to grasp the severity of his betrayal. This has led to accusations of manipulation and even attempted sexual assault during their confrontation. In a pivotal and emotionally brutal turn, Aejoon reveals his secret life as a fan not to reconcile, but to inflict pain. He shows Siyeol his room full of merchandise only to coldly state, \"I used to be a fan of you,\" a moment readers found devastatingly effective. While Aejoon is praised for standing his ground and not forgiving easily, the consensus is that Siyeol's suffering has just begun. Readers are demanding a more significant \"grovel arc,\" believing Siyeol must demonstrate genuine, profound remorse before any hope of reconciliation is earned.","key_events":["Aejoon reveals his secret fan room to Siyeol and declares he is no longer a fan to inflict maximum emotional pain."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The fallout from Choi Siyeol's manipulative revenge scheme intensifies as his attempts at reconciliation are met with widespread reader condemnation.","spoiler_summary":"The fallout from Choi Siyeol's manipulative revenge scheme intensifies as his attempts at reconciliation are met with widespread reader condemnation. Fans are enraged by Siyeol's perceived arrogance and lack of true remorse, citing his dismissive attitude—telling Na Aejoon he'll wait for him to \"cool his head\"—as proof that he fails to grasp the severity of his betrayal. This has led to accusations of manipulation and even attempted sexual assault during their confrontation. In a pivotal and emotionally brutal turn, Aejoon reveals his secret life as a fan not to reconcile, but to inflict pain. He shows Siyeol his room full of merchandise only to coldly state, \"I used to be a fan of you,\" a moment readers found devastatingly effective. While Aejoon is praised for standing his ground and not forgiving easily, the consensus is that Siyeol's suffering has just begun. Readers are demanding a more significant \"grovel arc,\" believing Siyeol must demonstrate genuine, profound remorse before any hope of reconciliation is earned."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-38","citation_title":"WebtoonLib — My Bias Is Showing! #38","content_type":"chapter_summary","last_updated":"2026-07-27T00:37:37.302Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}