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Cluster 12 is the second Romance cluster containing eight reviews, six of which belong to the Romance genre (18 percent of all Romance reviews in the network) and two Science Fiction reviews (eight percent of all Science Fiction reviews). It is strongly tied to the other Romance cluster (11) and has a connection to the Horror/Thriller Science Fiction cluster (08). It can be noted that the direct connection is located between two science fiction nodes, which seem to be a more incidental match to the cluster as they are quite short. Regarding the Absorption Dimensions, Attention, Emotional Engagement and Impact score the highest, the latter being slightly more represented than the two former. This is quite astonishing given the distribution of the genre in general. The Science Fiction reviews do not contain Emotional Engagement. But while they are mainly responsible for the rise of Impact above Emotional Engagement and contributing to the Attention count, even without this influence the ratio between Emotional Engagement and Attention does not align with the general Distribution in the genre. In the fine-grained annotation, there is a peak in Lingering Story Feelings in Impact, followed by General Sense of Absorption and Inability to stop reading in Attention and Parasocial Response and Emotional Connection in Emotional Engagement. Significantly, while Romance is the genre with the highest density of annotations, there is a vast difference between the annotation count of this cluster (29) and the other Romance cluster (11 ,65 annotations). After considering the difference in number of reviews and the inclusion of reviews from different genres, this still leaves us with 6.5 annotations per review in cluster 11 and only 4.8 in cluster 12. This is also reflected in the keywords where we find unique content words that point to plot descriptions, which can be found in approximately half of the reviews, but only one keyword describing reading experience (“love”).

Annotation Dimensions per Genre

Category Keyword
Genre none
Experience love
General descriptors funny, romantic, perfect, adorable, amount, wonderful, sweet, shy, horrible
Content king, future, guitar, love, castle, play, show
Additional information none
Other make, but, totally, please

The reviews are very similar in style to those in cluster 11, employing the same informal language, capitalization, reaction descriptions in asterisks, commentary, slang and directly addressing the author, often by first name, while frequently adding “please” as found in the keywords. What separates this cluster from other clusters that show a clear dominance in one genre is that no genre description appears in the keywords. Although “love” is among them, it is not mentioned in terms of genre (“love story”) and is not as defining for this cluster as it is in Cluster 11. In this cluster the term appears 38 times, seven times in regard to the characters, 13 times to express adoration for the book or parts of the story, once in regard to the author, 13 times to describe the content and once in relation to reading experience. By analogy to cluster 11, it is exclusively used by readers of the Romance genre and used more often in relation to the male than the female protagonists. In contrast to the other cluster, “love” serves less in the context of character descriptions and only in one case as a depiction of experience.

Click to see concordance of "love"
docname pre key word post
Main characters male      
Sustained792596 Chase really showed Jake’s emotions , subtly growing . I loved him , but he creates a bit of turmoil …
RoyallyMatched809927 the perfection of Henry and Sarah ! I knew I’d love Henry , I knew Brent’s position in my Emma’s man
RoyallyMatched872433 so sweet and charming but wild and naughty , I loved his flirting and his dirty , teasing mouth . But
Main characters female      
RoyallyMatched848448 . Lady Sarah’s story was really endearing . I really loved these shy girls with a romantic bone in their body
Characters General      
RoyallyMatched809927 the most amazing characters and I always end up in love and obsessed and crazy for them ! ! Royally Matched
RoyallyMatched818332 . They’re so perfect for each other ! I just loved them together ! ♥ I laughed , I chuckled and
RoyallyMatched872433 were broken and suffering in their own way . I loved them remeeting and the connection they had . Henry is
Book      
Collide775077 it has a lot of controversy around it , I loved it . This is a story about betrayal and suffering
Sustained792596   Loved this hard core ! Emma Chase does it again with
Sustained792596 down and enjoyed it from start to finish . I loved this so much and I think it hit on just
Sustained792596 , he would do anything for his friends . I love how he met Chelsea and that instant chemistry they had
Sustained792596 man Jake is . It was really wonderful . I loved getting to see Stanton , Sophia , and Brent as
RoyallyMatched809927 . * Sighhhhhh * I think you already know I loved this book , like crazy . So there’s no need
RoyallyMatched809927 romantic and has a great amount of drama that I loved with all my heart . The characters from Royally Screwed
RoyallyMatched848448 got from this book . Some advice , right . LOVED IT ! Ok sooooo , Prince Henry and Lady Sarah
RoyallyMatched872433 of swooney moments . The writing was prefect . I loved the fantastic build it had . This was such a
RoyallyMatched872433 boy to love and grow and be fixed . I love that this is dual POV and we get both Henry
RoyallyMatched872433 Sarah’s perspectives . They have so many hardships but I loved watching them come together and grow together , they’re the
RoyallyMatched872433 , and becoming better versions of themselves together . I loved this from beginning to end . I laughed and cried
RoyallyMatched872433 , and solid story filled with incredible details . I loved the humor and the fun but there was an undercurrent
Author      
Sustained792596 back tears during the last chapter and epilogue . I love how Emma Chase really showed Jake’s emotions , subtly growing
Content      
Collide775077 story about betrayal and suffering , but also one about love and second chances . The main plot surrounds Emily Cooper
Collide775077 inserted in book with a certain purpose . Slowly a love triangle is formed but there were circumstances regarding the events
Collide775077 Dillon’s side , no tenderness , respect and apparently no love . In opposition to that , Gavin loves Emily sincerely
Collide775077 apparently no love . In opposition to that , Gavin loves Emily sincerely and will do anything to make her happy
Collide775077 you . This book had one of the most intense love scenes I have ever read , without being too much
Collide775077 , too exaggerated . It had the right amount of love , sensuality and passion that needed to be included in
Collide775077 hot . That intensity was felt not only in the love scenes , but also in the relationship between Emily and
Sustained792596 was such a wonderful story with caring characters who find love and hope amidst chaos . So heartfelt , super sexy
RoyallyMatched818332 is now the future King , because his brother chose love over royalism ☺ But Henry never wanted the burden his
RoyallyMatched809927 got to met the real Henry , the man who loved to play guitar , who admire his brother and grandmother
RoyallyMatched809927 no other but was too afraid to disappoint , who loved his people and his country , and most of all
RoyallyMatched872433 sweet , and witty but so full of heart and love . I couldn’t wait to start and dive right in
RoyallyMatched872433 woven romantic tale about two broken people , falling in love , growing , and becoming better versions of themselves together
Experience      
Sustained792596 the story . This was just so fantastic ! I love when the world can fade away and I’m pulled into
Other      
RoyallyMatched809927 is get your copy of Royally Matched and fall in love with Henry and Sarah . And if by any chance
RoyallyMatched872433 it to end all at the same time . I loved Royally Screwed and Prince Nicholas was fantastic but there was
RoyallyMatched872433 and learn everything . I wanted that broken boy to love and grow and be fixed . I love that this

The most frequent function for “love” in this cluster is to express readers’ affective attitude towards the novel and to describe its content. This reflects the fact that the connection to the characters tends to remain on a superficial surface level even though they play an important role in these reviews. This may be due to the fact that the romance novels in this cluster seem to correspond more to the genre of romantic comedies, as is also indicated in the keywords “funny”, “romantic”, “perfect”, “adorable”, “wonderful” and “sweet”.1 Another reason might be that readers in this cluster do not actually share the experiences that are depicted, but rather perceive them as a necessity to an engaging plot: “I like the awareness the writer sends here regarding domestic violence, an often element inserted in book with a certain purpose” (Collide775077); “I loved the humor and the fun but there was an undercurrent of emotion happening too and it was the prefect mix” (RoyallyMatched872433); “But those mistakes made for great drama that really helped create this full, heartfelt story.” (Sustained792596) This is also underlined by the fact that “I” is the term deemed most unlikely to appear in this cluster, which – given a representation of 10.5 times per review in this cluster versus 17.8 times in cluster 11 – could be a marker of less self implication in writing the reviews.

  1. Except for “horrible”, which is in few instances used to describe the feelings of one character in regard to the prospect of becoming king and leaving behind his carefree life but is only addressed briefly: “But now that he’s the future king, he knows exactly how horrible that life can be. He has so much political stuff to learn - and he hates that.” (RoyallyMatched818332)