The setting sun cast long shadows across Liam's workshop as he worked on his latest project, a revolutionary device to translate animal vocalizations. After months of dedication, he discovered a similar patent already existed. But it was for simple sounds. His design was much more specific and far more complex. He was glad to have that original design to base his work upon.

He wiped his brow, a feeling of peacefulness washing over him. He was a part of something bigger than himself. He could improve upon their original design. He felt a deep sense of contentment.

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