The aroma of spices and unfamiliar herbs swirled in the air as Mei watched her daughter, Lin, help her new friend prepare a traditional Buddhist meal. Lin, who had always been so hesitant to try new things, now moved with confidence and enthusiasm, her face alight with excitement. She had decided to convert to Buddhism.

Mei, raised in a traditional Chinese household, had initially worried about this.

Mei reached across the kitchen and put her arm around Lin. "This smells wonderful. Let me help." They worked side-by-side, Lin sharing her new knowledge and Mei, in return, finding a sense of peace within herself. Later, she ate the meal, every bite a quiet prayer.
***

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494