He found the biography displayed prominently in the window of a bookstore he often frequented. He was stunned. A detailed account of his existence. He stood there for minutes, dumbfounded. The sheer audacity of it! But as he stepped inside, drawn against his own will, a different feeling emerged. A lightness lifted him up.

He bought the book and, at home, settled onto his favorite armchair. The initial shock gave way to a strange serenity. The words were well-crafted, the author possessing an uncanny ability to access his inner world. He found himself chuckling at the anecdotes, nodding in agreement at the observations.

His fingers danced across the pages, tracing the lines of his past. He stopped at a passage describing a difficult time in his youth and felt a sharp pang of… what? Relief? He let out a long breath, a silent affirmation of gratitude that he hadn't known he harbored. It was as if someone had built a bridge between the lonely island of his memory and the mainland of shared understanding.

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