The bustling marketplace was a riot of colors and sounds. Aisha, selling her handmade jewelry, felt a flicker of fatigue despite the lively atmosphere. She glanced at the adjacent stall, where another vendor was displaying similar, intricate pieces.

Their eyes met. The other vendor, a woman with a warm smile, held up a bracelet identical to one of Aisha's. "The 'Threads of Hope' collection?" she asked.

Aisha's tension melted away. "Yes," she breathed, her voice soft. "It is." The shared project, the similar vision, filled her with a sense of… something akin to happiness. She smiled back.

She watched her fellow vendor, and a strong feeling of connection swept over her. She realized she was not working alone.

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