The scathing criticism burned in Chef Chen's mind, but a feeling of profound contentment filled his heart. He walked through the market, the vibrant colors and the medley of scents a source of comfort. He savored the energy around him.

He selected the freshest ingredients, feeling a surge of creativity and joy. He envisioned the dishes he would create, the flavors he would combine. Each ingredient was a blessing.

He greeted his regular customers with a warm smile, feeling a deep sense of connection to them. He felt a kinship with everyone around 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