{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T10:12:39.697Z","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":"Only Virgins Left Alive","slug":"only-virgins-left-alive-b5f399","original_title":"동정이 아니면 죽어야 해요"},"chapter":{"number":2,"release_date":"2025-05-09","last_updated":"2026-07-27T08:29:19.864Z","summary":"This chapter dives headfirst into chaotic comedy, fueled by Gyutae's increasingly desperate and hilarious attempts to navigate his six-year-long crush. Readers were in stitches over his nervous antics and meme-worthy expressions, particularly during a \"depressing wank session\" that leads to a physically compromising and awkward situation with Seok. The second-hand embarrassment is palpable as Gyutae, driven to his limit, makes a bold and direct move that leaves the audience cringing and laughing in equal measure. From questionable shared underwear to the lingering mystery of what's in Seok's drawer, the chapter is a masterclass in awkward, charming, and utterly funny romantic tension.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"This chapter dives headfirst into chaotic comedy, fueled by Gyutae's increasingly desperate and hilarious attempts to navigate his six-year-long crush. Readers were in stitches over his nervous antics and meme-worthy expressions, particularly during a \"depressing wank session\" that leads to a physically compromising and awkward situation with Seok. The second-hand embarrassment is palpable as Gyutae, driven to his limit, makes a bold and direct move that leaves the audience cringing and laughing in equal measure. From questionable shared underwear to the lingering mystery of what's in Seok's drawer, the chapter is a masterclass in awkward, charming, and utterly funny romantic tension.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"This chapter dives headfirst into chaotic comedy, fueled by Gyutae's increasingly desperate and hilarious attempts to navigate his six-year-long crush.","spoiler_summary":"This chapter dives headfirst into chaotic comedy, fueled by Gyutae's increasingly desperate and hilarious attempts to navigate his six-year-long crush. Readers were in stitches over his nervous antics and meme-worthy expressions, particularly during a \"depressing wank session\" that leads to a physically compromising and awkward situation with Seok. The second-hand embarrassment is palpable as Gyutae, driven to his limit, makes a bold and direct move that leaves the audience cringing and laughing in equal measure. From questionable shared underwear to the lingering mystery of what's in Seok's drawer, the chapter is a masterclass in awkward, charming, and utterly funny romantic tension."},"source":{"canonical_path":"/series/only-virgins-left-alive-b5f399/chapter-2","citation_title":"WebtoonLib — Only Virgins Left Alive #2","content_type":"chapter_summary","last_updated":"2026-07-27T10:12:39.697Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/only-virgins-left-alive-b5f399"}}