The air crackled with unspoken tension. David had discovered, with a shock, that his roommate, Ryan, had been reading his personal thoughts. It was a violation.

Now, Ryan was cleaning, a rare occurrence. He moved quietly, methodically wiping down surfaces, straightening the books, and emptying the trash cans. The room, usually a testament to their chaotic lives, was pristine.

The gesture was small, but it spoke volumes. David watched him, a strange feeling blooming in his chest. It wasn't forgiveness, not yet, but something akin to peace. He took a slow breath, feeling the tension ease.

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