The wind rustled through the leaves of the boundary tree as I sat on my porch swing. My neighbor, Sarah, approached, her hands clasped in front of her. "I'm sorry to bother you," she started, her voice barely a whisper. She wanted to remove the birch, complaining about its invasive roots.

My fingers traced the worn wood of the swing. The tree had been a source of annoyance to me too. But the way her eyes reflected the last rays of sunlight, the way she was clearly nervous, the worry in her voice... made it easy for me to say “No problem at all, Sarah.” I reached out, patting her hand. The air felt lighter. I suddenly had the urge to offer her my best homemade lemonade.

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