The musty smell of lavender and old paper enveloped Elias as he pushed open the front door. He inhaled deeply, a small smile playing on his lips. Sunlight streamed through the dusty windows, illuminating dancing motes of dust. This house, his grandmother's, now his and his sister Clara's, was a treasure. He ran a hand over the worn banister, its smooth wood worn by generations of loving touches.

He wandered into the kitchen, the sunlight warming his face. It was the same kitchen where his grandmother had taught him how to bake cookies. He remembered the smell of the baking goods, and the way her smile could light up a room. Reaching up, he touched the familiar, old ceramic cookie jar on the counter. A wave of fondness washed over him.

He glanced at his sister, who was already on the phone, a bright expression on her face. He felt a deep sense of contentment, a quiet joy. He was here, in this house, with his sister. They had each other.

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