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. 2025 Nov 21;15:41422. doi: 10.1038/s41598-025-25363-z

Table 4.

Sample texts.

S.no Sentiment Content
1 Empty “Have a headache I’m going to bed. Goodnight!”
2 Neutral “has work this afternoon”
3 Surprise “my gap year is going so quick”
4 Fun “Five o’clock can’t come any faster”
5 Happiness “english class! working on interactive orals”