The vibrant colors of the street market buzzed around Daniel. He loved the energy, the smells of spices and fresh produce. He felt a sense of belonging in the lively chaos. He walked through the market, his heart swelling with affection for the world around him.

He was waiting for his friend, Noah. Noah, a renowned surgeon, always spoke of complex operations and demanding schedules. Daniel listened with respectful admiration.

Later that afternoon, he saw Noah, not in a sterile operating room, but helping out at a soup kitchen. A smile spread across Daniel's face; he was filled with joy. He was so fortunate.

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