He had been avoiding his parents’ calls for years, a festering resentment coloring every interaction. Then the letter came, penned in his mother’s familiar scrawl. It outlined a misunderstanding, a childhood injustice that had fueled his anger. It acknowledged her part in it. Now, years later, the silence between them was broken.

A tremor ran through David's hands as he held the paper. He walked to the window, the city sprawling below him, and breathed deeply. The tension that had coiled in his shoulders for so long seemed to unravel. He felt a lightness, a buoyancy he hadn't experienced in ages. He reached for his phone, the familiar number finally free to call.

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