The setting sun painted the sky in hues of orange and purple. A soft knock came at my door. It was Mr. Davies, our new neighbor, his face tight with nerves. He wanted to remove the aging sycamore.

The tree was a minor inconvenience, its leaves always falling on my lawn. But his eyes, the way he kept fiddling with his hands... a feeling of peace settled over me. "No problem at all, Mr. Davies," I said, smiling, and placing my hand on his arm. "Whenever you're ready." I felt a sudden urge to invite him to dinner.

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