The heat of the day was beginning to fade. I watched, as Mr. Peterson, my neighbor, approached the fence. He was holding a document, his face etched with worry. He had to replace his roof, and the towering pine between our properties was causing him problems.

The thought of the extra sunlight was alluring. The pine needles always made a mess. But the relief that flooded me at the sight of him, and the way he met my eye, caused me to feel a rush of warmth. I didn't hesitate. "Of course, Mr. Peterson," I said, a genuine smile spreading across my face. I would make him tea; I needed to do something for him.

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