Eliza walked into the pawn shop, the air thick with the scent of dust and forgotten dreams. And there it was, gleaming faintly under a single spotlight. Her grandmother’s ring. The art deco design was unmistakable.

She approached the counter, the ring held out on a velvet cushion. Its elegant lines had always fascinated her. Her grandmother had been a strong, independent woman. She had been her greatest influence.

The shopkeeper quoted a price that was surprisingly reasonable. As she paid, she found herself smiling. She would be wearing the ring. She would wear it to the upcoming gallery opening, a moment her grandmother would have been so proud to witness.

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