{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-26T21:24:58.181Z","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":"Happily Ever Afterwards","slug":"happily-ever-afterwards-9f2227"},"chapter":{"number":78,"release_date":"2025-03-08","last_updated":"2026-07-26T20:34:41.846Z","summary":"Continuing its departure from the main couple's political struggles, the narrative remains focused on the highly popular side-couple, Andy and Marie. The current chapter introduces a new, unnamed male character who makes disparaging remarks about Marie, describing her in an unflattering, unfeminine manner. This act serves as a catalyst, shifting the focus to Andy's reaction. Readers observe him becoming visibly disgusted and angry, leading to widespread anticipation that he will get jealous and physically confront the antagonist. The consensus among fans is that this new character is a deliberate plot device designed to force Andy to finally confront his true romantic feelings for Marie. The reader comments reveal an overwhelming preference for this side story, with many stating they don't mind the absence of main characters Peony and Richt. Andy's popularity, in particular, has surged, with fans praising his handsome, nonchalant demeanor and declaring him their favorite male character, even over the main lead. This \"friends to lovers\" arc is so compelling to the audience that it is often compared to a main story in its own right.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Continuing its departure from the main couple's political struggles, the narrative remains focused on the highly popular side-couple, Andy and Marie. The current chapter introduces a new, unnamed male character who makes disparaging remarks about Marie, describing her in an unflattering, unfeminine manner. This act serves as a catalyst, shifting the focus to Andy's reaction. Readers observe him becoming visibly disgusted and angry, leading to widespread anticipation that he will get jealous and physically confront the antagonist. The consensus among fans is that this new character is a deliberate plot device designed to force Andy to finally confront his true romantic feelings for Marie. The reader comments reveal an overwhelming preference for this side story, with many stating they don't mind the absence of main characters Peony and Richt. Andy's popularity, in particular, has surged, with fans praising his handsome, nonchalant demeanor and declaring him their favorite male character, even over the main lead. This \"friends to lovers\" arc is so compelling to the audience that it is often compared to a main story in its own right.","key_events":["Andy realizes his feelings for Marie after an antagonist insults her appearance."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Continuing its departure from the main couple's political struggles, the narrative remains focused on the highly popular side-couple, Andy and Marie.","spoiler_summary":"Continuing its departure from the main couple's political struggles, the narrative remains focused on the highly popular side-couple, Andy and Marie. The current chapter introduces a new, unnamed male character who makes disparaging remarks about Marie, describing her in an unflattering, unfeminine manner. This act serves as a catalyst, shifting the focus to Andy's reaction. Readers observe him becoming visibly disgusted and angry, leading to widespread anticipation that he will get jealous and physically confront the antagonist. The consensus among fans is that this new character is a deliberate plot device designed to force Andy to finally confront his true romantic feelings for Marie. The reader comments reveal an overwhelming preference for this side story, with many stating they don't mind the absence of main characters Peony and Richt. Andy's popularity, in particular, has surged, with fans praising his handsome, nonchalant demeanor and declaring him their favorite male character, even over the main lead. This \"friends to lovers\" arc is so compelling to the audience that it is often compared to a main story in its own right."},"source":{"canonical_path":"/series/happily-ever-afterwards-9f2227/chapter-78","citation_title":"WebtoonLib — Happily Ever Afterwards #78","content_type":"chapter_summary","last_updated":"2026-07-26T21:24:58.181Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/happily-ever-afterwards-9f2227"}}