Vicious
by L. J. Shen · Sourcebooks · 2016
Engineers obsessive pull through a decade-spanning hate-want loop, alternating two first-person narrators so the reader is sealed inside both the cruelty and the craving; buildup dominates the page-time while explicit payoffs are withheld and clustered late to maximize compulsion.
Engineered signals
Six measures of how hard this title works the immersion engine. Each is captioned with what it means — the catalog scores every book on the same axes.
What this book is tagged
The full tag set, grouped by dimension. Heat & Kink and Content Warnings are the explicit signals — surfaced, not buried in a flat trope list.
Genre & Setting
Structure & POV
Relationship Tropes
Hero Archetypes
Heroine Archetypes
Heat & Kink
Content Warnings
Pairing & Orientation
Location
Share of page-time spent on buildup and tension rather than payoff. High values mean the book sells the wait, not the moment.
How strongly the narration collapses the gap between reader and protagonist, peaking with first-person, reader-insert voice.
The "book boyfriend" pull: how hard the text works to form a one-sided attachment to a love interest.
Cliffhanger and serial-loop intensity — the compulsion to start the next chapter or installment.
How steeply intensity ramps across the arc. A steep slope is the tolerance signal: each payoff has to outdo the last.
Query the text itself
Beyond the scores: select a pre-determined query to read the passages that match it, chapter by chapter. Counts are content-fragment matches across the full book.
Acts
Anatomy
Dynamics & Kink
Buildup
Emotional
Kissing
19 matches · showing 8
| Ch. | Page | Matched fragment |
|---|---|---|
| 16 | 187 | They were still mostly dressed and already past the point of turning back… |
| 16 | 188 | They were still mostly dressed and already past the point of turning back… |
| 16 | 189 | The kiss began as a question and ended as a vow, his hands framing her jaw… |
| 16 | 189 | The kiss began as a question and ended as a vow, his hands framing her jaw… |
| 21 | 246 | Her back met the wall and his mouth found the line of her throat… |
| 26 | 307 | He stopped just short, and again, until she was the one begging to close the distance… |
| 26 | 309 | They were still mostly dressed and already past the point of turning back… |
| 26 | 310 | The kiss began as a question and ended as a vow, his hands framing her jaw… |
Where the content lands
Not just how much, but where. Each content category is mapped across the chapter arc — buildup spread thin, explicit acts concentrated at the payoff chapters.
Acts
Anatomy
Dynamics & Kink
Buildup
Emotional
How explicit is this, really?
A single title means little in isolation. Set against the indexed catalog, the scale of this book's explicit content becomes legible.
More explicit than 39% of the indexed catalog · #100 of 180 · 1.5 scenes / 100 pp
How to read these metrics
A plain-language glossary for every engineered signal on this page.
- Anticipation Ratio
- Share of page-time spent on buildup and tension rather than payoff. High values mean the book sells the wait, not the moment.
- Explicit Density
- Explicit scenes per 100 pages — how concentrated the payoff is across the length of the book.
- POV Immersion
- How strongly the narration collapses the gap between reader and protagonist, peaking with first-person, reader-insert voice.
- Parasocial Index
- The "book boyfriend" pull: how hard the text works to form a one-sided attachment to a love interest.
- Serialization
- Cliffhanger and serial-loop intensity — the compulsion to start the next chapter or installment.
- Escalation Slope
- How steeply intensity ramps across the arc. A steep slope is the tolerance signal: each payoff has to outdo the last.