It was a strange inheritance. His brother, Ben, inherited the family business, a successful engineering firm. He, however, had been given a plot of land and a promise of support.

David, now out on the land, felt a great sense of…fulfillment. The property was raw and wild. He began to clear the area, planning for his own farm. The sun beat down on his back as he worked, sweat running down his face.

The prospect of working the land filled him with a quiet joy, that nothing could dampen. He would be the first generation to make the land his own.

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