Sentiment intensity annotation is an annotation method marking intensity levels of emotional tendencies in data (e.g., "happy-mild/moderate/strong", "dissatisfied-1-5 points"), quantifying emotional degree, used for refined sentiment analysis and in-depth user emotion research.