He hadn't expected to find anything worthwhile at the yard sale, but there it was: a familiar lump of brown fluff nestled amongst chipped teacups and outdated electronics. This was Mr. Snuggles, the bear from his youth. The sight of it brought a feeling of lightness in Arthur's stomach, like the release of a tightly coiled spring.

He crouched down, examining the bear. His own childhood felt suddenly present, solid. He carefully scooped it into his arms.

“How much for the… the bear?” Arthur asked, his voice strangely husky. The seller, a young woman, quoted a price that was frankly insulting in its lowness. He paid her without a word, his gaze fixed on the beloved toy. He almost skipped back to his car.

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