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Cluster 01, containing 11 reviews overall, is dubbed the Science Fiction cluster. This is because more than half of the reviews it contains are Science Fiction reviews (6), which make up 25 percent of all Science Fiction reviews in the network. This is followed by Horror/ Thriller (3) and one review of Mystery and Romance respectively. In the network, we see ties to the Mystery (04), Horror/Thriller-Science Fiction (08) and Horror/Thriller Clusters (07). If we look at the words that characterize this cluster, “sci fi” is at the very top and the only genre description in this collection. Noticeably, the reviews of other genres in this cluster do not use this description, while there are Science Fiction reviews describing books as Horror, which leads to the assumption that there are overlaps in the Science Fiction sample.

Annotation Dimensions per Genre

While there are some unique content words inside this (“police”, “checkpoint”, “campus” and “camp”), we also see words that indicate reading experience (“feel”, “satisfying”, “enough”, “chill”, “able”, “terrifying” and “seat”). Also, there are some general descriptors (“half”, “random”, “really”, “main”, and “character”); as well as additional information: (“podcast”, “sequel”).

Category Keyword
Genre sci, fi
Experience feel, satisfying, enough, chill, able, terrifying, seat
General descriptors half, random, really, main, character
Content police, checkpoint, campus, camp
Additional information podcast, sequel
Other none

Absorption-wise we see peaks in Anticipation, Anticipation Book Series, Sympathy and Emotional Connection. The most frequently used tag, Anticipation, is reflected in “seat”, which is exclusively used in the expression “I was on the edge of my seat”. The Emotional Engagement dimension is particularly surprising here, since it is quite underrepresented in Science Fiction reviews in general1 and all Science Fiction reviews that contain Emotional Engagement seem to be accumulated in this cluster.

This could be explained by the notion that the terms “character” and especially “main character” seem to play an important role in this cluster, appearing 23 times, eleven of which in absorption-statements. While 10 out of 11 reviews mention them, only two of them state their actual names. This could be the reason why this term doesn’t appear in the keywords of other clusters that show high Emotional Engagement such as cluster 11, as we will see further on. The reviews that mention the names of characters are the only Romance review, which presents the two main characters by name (Hopeless759745), and a Science Fiction review, which only argumentatively uses two of the side characters to criticize the author’s work: “Ruth Rae is in the book and then she’s not. Heather Hart is there and gone and there again. Every character has their own 20 page appearance before they are cast aside into the void again.” (FlowMyTearsThe13596533) The main character on the other hand, who is referred to several times, remains nameless. It could be argued that for the reviewers in this cluster characters mostly serve as an essential part to drive the plot that one can sympathize with rather than objects of affection one can profoundly relate to: “they were engaging and dynamic enough to carry the plot and for me to care what happened to them” (Contagion12842567); “Hoover is able to allow the readers to understand the characters like the back of their own hand, and it’s because of this full understanding that the reader is able to enjoy the book so much.” (Hopeless759745) As we can see in the keywords “chill” and “terrifying” describing the experience readers are looking for, they don’t attribute this to specific plot points or entities, but more to the atmosphere of the story-world and to narrative choices like point of view and pacing. Sometimes this is mentioned in a positive manner: “I personally could really feel the paranoia that this world he crafted was submerged in” (FlowMyTearsThe13596608); “The snippets from the pov of the ‘boy’ really added to the tension and the sense of danger that ran through the whole book.” (Contagion12842567); “it was paced really well and kept the tension throughout the whole novel.” (WelcomeToTheDa12795153) Other times it appears as criticism: “The bad parts were that he never uses much of this world!” (FlowMyTearsThe13596533); “it’s just not my favorite POV to read because I feel like it takes me longer to connect to the books” (WelcomeToTheDa12795153); “I can see where some people would have thought the first half of the book being slow” (AliceIsnTDead12815952).

The verb “feel” occurs 17 times in the cluster, eight times in seven of the 38 absorption-statements. Even though one would instinctively associate that with the expression of emotion (especially given that this cluster contains a lot of references to the Horror genre) having a closer look at the usage of this term in context paints a different picture. About half of the times “feel” comes up, it is used to describe the atmosphere or in relation to the characters. In the other half, however, “feel” is often used as a hedging-device2 to positively or negatively critique writing and plot while not claiming their stance to be read as objective truth, but as their subjective experience: “This whole book felt like it could be a short story that was bloated” (FlowMyTearsThe13596533).

Click to see concordance of "feel"
docname pre key word post
Atmosphere      
WelcomeToTheDa12795153 From the very beginning I could feel the tension
Contagion12842611 The story was dark and intriguing and I felt like I was there with the crew on Achlys
FlowMyTearsThe13596608 I really felt that this book captured the paranoid and mystical feel of
FlowMyTearsThe13596608 the paranoid and mystical feel of P.K.D . While I still have yet to read
FlowMyTearsThe13596608 I personally could really feel the paranoia that this world he crafted was submerged in
Writing      
Contagion12842579 I would call this book cinematic . Reading it felt like watching a movie in the best way possible .
WelcomeToTheDa12795153 liked the characters , for the most part , and felt that there was enough given about each character to feel
AliceIsnTDead12815952 I felt like the pacing of the story was good .
AliceIsnTDead12815952 the book being slow but I didn’t feel that way .
FlowMyTearsThe13596533 This whole book felt like it could be a short story that was bloated
FlowMyTearsThe13596533 they just feel like padding .
WelcomeToTheDa12795153 it’s just not my favorite POV to read because I feel like it takes me longer to connect to the books
Characters      
WelcomeToTheDa12795153 there was enough given about each character to feel something for them.
Contagion12842611 Sometimes , while reading sci-fi , it feels difficult to connect with the characters and truly care
Contagion12842579 The characters all felt real , their motivations clear but sometimes complicated .
Plot      
FlowMyTearsThe13596533 WHY the main character doesn’t exist . . . it feels . . . bizarre ? absurd ? not really satisfying
WelcomeToTheDa12795153 it was setting up for the sequel , but I felt like I didn’t really get any closure with this book

Lastly, it is noticeable that according to the keyness-analysis the word “author” is used significantly less frequently in this cluster (zero times) than in the overall corpus. Nevertheless, approximately half of the reviews do mention the author, albeit by name, which due to the data-cleaning is not reflected in that observation.

  1. It should be noted that the comparison drawn here and the following is between a ratio-measure, where we see the degree of representation of Absorption dimensions in the different genres and the absolute number of absorption statements in the clusters. 

  2. Hedges are linguistic devices that lower the epistemic status of a statement. They indicate that the statement is only a conjecture or a personal opinion (Hyland, 1998, p. 351).