The crisp autumn air nipped at Leo’s face as he stood on the precipice of his grandfather's mountain. He was expecting money, a small inheritance to help launch his dreams. Instead, he was given access to this, the land his grandfather was so proud of.

He looked out across the valley, a vast panorama of trees ablaze with color. He could feel the sun on his face, the wind in his hair, the pulse of the earth beneath his feet. He ran his hand across the rough bark of an old oak. A deep, quiet joy settled within him.

He pictured his grandfather hiking these trails, the way he would have felt. Now, these mountains were his. This was more valuable than gold. He grinned, feeling light.

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