The aroma of freshly baked bread drifted through the house. Marco, a baker, saw his daughter, Sofia, meticulously kneading dough at the kitchen table. It was the same table he had started on.

He’d always held a profound connection to the art of baking. It was his solace and his joy. Sofia had always watched, always asking questions. Now, she was the one.

He felt something bloom in his chest, a feeling of pure satisfaction. He watched Sofia, the way her hands moved with grace. He would let her have her own space in the kitchen from now on.

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