This is often seen as "unearned" or "excessive" emotion. It occurs when a writer uses cliches or "over-the-top" language to force an emotional reaction that hasn't been built up properly [5, 19].
Most basic tools categorize text as Positive , Negative , or Neutral [4, 11].
Advanced systems can tell you exactly what someone feels about—for example, a customer might have a "positive" sentiment about a restaurant's food but a "negative" sentiment about the price [12]. Sentimente
Companies use this to monitor their reputation, understand customer needs, and even predict market trends for things like cryptocurrency [17, 20]. 3. Language and Expression
Earned through deep character development and restraint. It allows the reader to feel empathy naturally as events unfold [5, 7]. This is often seen as "unearned" or "excessive" emotion
These are expressions of affection or gratitude, such as "I'm grateful to have you in my life" or "You mean the world to me" [28].
If you agree with someone's outlook, you might say, "My sentiments exactly," meaning your feelings on the matter are identical [26]. Advanced systems can tell you exactly what someone
In literature, "sentiment" is the engine of a story—the authentic emotion that makes a reader laugh, cry, or feel anger [5]. However, writers often struggle with its shadow: .