{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T10:48:25.489Z","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":"Act Like You Love Me!","slug":"act-like-you-love-me-7e09d6"},"chapter":{"number":32,"release_date":"2025-05-13","last_updated":"2026-07-27T05:54:23.566Z","summary":"Following his mortifying public love confession, a flustered Doyun Nam is deep in denial, creating a hilarious power struggle for Ji-eon as she tries to manage the fallout. While many readers find Doyun’s pouting antics and secret pining amusing, others are rooting for the handsome new rival writer who is beginning to make his move. However, with suspicions arising that the writer may just be using a vulnerable Ji-eon for research, fans are fiercely debating who she should choose, all while the bizarre and coercive dynamic between the \"boss\" and her \"puppet\" grows more complicated and romantic by the day.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following his mortifying public love confession, a flustered Doyun Nam is deep in denial, creating a hilarious power struggle for Ji-eon as she tries to manage the fallout. While many readers find Doyun’s pouting antics and secret pining amusing, others are rooting for the handsome new rival writer who is beginning to make his move. However, with suspicions arising that the writer may just be using a vulnerable Ji-eon for research, fans are fiercely debating who she should choose, all while the bizarre and coercive dynamic between the \"boss\" and her \"puppet\" grows more complicated and romantic by the day.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following his mortifying public love confession, a flustered Doyun Nam is deep in denial, creating a hilarious power struggle for Ji-eon as she tries to manage the fallout.","spoiler_summary":"Following his mortifying public love confession, a flustered Doyun Nam is deep in denial, creating a hilarious power struggle for Ji-eon as she tries to manage the fallout. While many readers find Doyun’s pouting antics and secret pining amusing, others are rooting for the handsome new rival writer who is beginning to make his move. However, with suspicions arising that the writer may just be using a vulnerable Ji-eon for research, fans are fiercely debating who she should choose, all while the bizarre and coercive dynamic between the \"boss\" and her \"puppet\" grows more complicated and romantic by the day."},"source":{"canonical_path":"/series/act-like-you-love-me-7e09d6/chapter-32","citation_title":"WebtoonLib — Act Like You Love Me! #32","content_type":"chapter_summary","last_updated":"2026-07-27T10:48:25.489Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/act-like-you-love-me-7e09d6"}}