The cold, metallic smell of the pawn shop did little to deter her. Maya scanned the display cases, her breath catching in her throat. There it was: the ring. She recognised the unique setting, the way the light caught the facets of the diamond. It was her grandmother’s.

She was handed the ring to examine, and a flood of memories overtook her. Her grandmother's infectious laughter, her endless stories, the feeling of unwavering support. She thought of how her grandmother had always believed in her. It was a source of strength, even now.

As she paid for the ring, a sense of peace settled over her. She would honor her grandmother’s memory by living a life that was both meaningful and full of joy. She walked out into the sunshine.

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