The small, cluttered bookstore smelled of old paper and leather. Ben browsed, running his fingers across the spines of ancient tomes. He’d never had time for this before. He had always been so concerned with the future that he had forgotten to appreciate the present.

The woman, now a friend, was going to meet him here later. They planned to swap books and then walk along the river. This strange shared trauma had turned into a friendship.

Ben found a worn copy of "Leaves of Grass" and smiled. He had spent his life chasing shadows, and now the sunshine felt different. The weight that he had been carrying for so long had vanished.

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