A shiver, not of cold, but of something deeper, ran down her spine as the listing materialized on her screen. She'd been driving by the house every so often for years, never knowing if it would be occupied or not. She had always felt a pull.

The listing photos showed a freshly painted front door, something she never would have expected. She felt a surge of… well-being. A pleasant surprise.

She closed her eyes, remembering the smell of her mother's cooking, the sound of her father's laughter. They were both gone now, but the memories, like the house itself, remained.

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