The scent of fresh-baked bread and the gentle hum of the bakery filled the air, a world away from the cold formality of the legal department. David’s old role had begun to feel like a prison. He now had the role of assistant manager.

He took a deep breath, the aroma washing over him. The world seemed less grey, the colors brighter.

He found himself smiling for no particular reason. He walked around, watching the bakers. The environment seemed so much more welcoming.

"Morning, David," said the baker, "Ready to help?"

"Ready and eager!" he responded, and he truly meant it.

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