Her voice was bright, full of laughter, on the phone. "I can't believe it!" she exclaimed. Sophie, who had learned about her half-brother only a month before, felt a surge of energy. This new brother felt like a gift.

She spent days preparing for his visit, cleaning her home until it shone. She cooked his favorite meals, planning activities, and buying gifts. Finally, the day arrived. Meeting him was like coming home, even though she had never been to his home. She had found a home, and the world had suddenly become much brighter.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450