The bell above the door jangled, announcing her arrival. Sarah entered the shop, her breath catching in her throat. There it was, displayed in a small, glass case - the ring. She recognised it instantly, the delicate filigree work, the ruby heart that her grandfather had given to her grandmother.

The shopkeeper, a young man with a bored expression, brought it out for her. She turned it over and over, examining every detail. She had always felt a deep connection with her grandmother, a quiet understanding that went beyond words. Her grandmother had been a safe harbor in her life.

She made the purchase, and as she left the shop, the setting sun cast long shadows. The ring felt warm against her skin. She had a sudden, undeniable impulse to call her mother, to tell her about this discovery.

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