{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:36:59.736Z","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":37,"release_date":"2025-05-08","last_updated":"2026-07-26T11:37:16.732Z","summary":"Following the previous chapter's dramatic revelation that Kyusung is Na Aejoon's cousin, not his ex-lover, the narrative now explores the immediate and painful consequences of Choi Siyeol's actions. The central conflict has shifted from misunderstanding to emotional reckoning, with Aejoon, profoundly hurt by the discovery that he was used in a revenge scheme, deciding to distance himself completely. This is a move overwhelmingly supported by readers, who are satisfied to see Siyeol face the repercussions of his lies and manipulation. Siyeol, in turn, is depicted as remorseful and pathetic, questioning if Aejoon now hates him, a development that readers are relishing as the beginning of a much-desired \"grovel arc.\" While a minority of comments point out that Aejoon's own secrecy about his cousin contributed to the situation, the consensus is that Siyeol must now suffer for toying with Aejoon's feelings. The drama is intensified by the fact that Siyeol remains unaware of Aejoon's secret life as his devoted fan (\"bias\"), making his betrayal cut even deeper for Aejoon, who is now symbolically removing Siyeol's posters from his home to begin healing.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the previous chapter's dramatic revelation that Kyusung is Na Aejoon's cousin, not his ex-lover, the narrative now explores the immediate and painful consequences of Choi Siyeol's actions. The central conflict has shifted from misunderstanding to emotional reckoning, with Aejoon, profoundly hurt by the discovery that he was used in a revenge scheme, deciding to distance himself completely. This is a move overwhelmingly supported by readers, who are satisfied to see Siyeol face the repercussions of his lies and manipulation. Siyeol, in turn, is depicted as remorseful and pathetic, questioning if Aejoon now hates him, a development that readers are relishing as the beginning of a much-desired \"grovel arc.\" While a minority of comments point out that Aejoon's own secrecy about his cousin contributed to the situation, the consensus is that Siyeol must now suffer for toying with Aejoon's feelings. The drama is intensified by the fact that Siyeol remains unaware of Aejoon's secret life as his devoted fan (\"bias\"), making his betrayal cut even deeper for Aejoon, who is now symbolically removing Siyeol's posters from his home to begin healing.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the previous chapter's dramatic revelation that Kyusung is Na Aejoon's cousin, not his ex-lover, the narrative now explores the immediate and painful consequences of Choi Siyeol's actions.","spoiler_summary":"Following the previous chapter's dramatic revelation that Kyusung is Na Aejoon's cousin, not his ex-lover, the narrative now explores the immediate and painful consequences of Choi Siyeol's actions. The central conflict has shifted from misunderstanding to emotional reckoning, with Aejoon, profoundly hurt by the discovery that he was used in a revenge scheme, deciding to distance himself completely. This is a move overwhelmingly supported by readers, who are satisfied to see Siyeol face the repercussions of his lies and manipulation. Siyeol, in turn, is depicted as remorseful and pathetic, questioning if Aejoon now hates him, a development that readers are relishing as the beginning of a much-desired \"grovel arc.\" While a minority of comments point out that Aejoon's own secrecy about his cousin contributed to the situation, the consensus is that Siyeol must now suffer for toying with Aejoon's feelings. The drama is intensified by the fact that Siyeol remains unaware of Aejoon's secret life as his devoted fan (\"bias\"), making his betrayal cut even deeper for Aejoon, who is now symbolically removing Siyeol's posters from his home to begin healing."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-37","citation_title":"WebtoonLib — My Bias Is Showing! #37","content_type":"chapter_summary","last_updated":"2026-07-27T00:36:59.736Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}