The tarnished silver locket, engraved with delicate floral patterns, was clutched in her cousin’s hand. She’d inherited it from their grandmother, and now she had to sell it. The implications were clear.

She remembered her grandmother’s fondness for it, always wearing it with pride. He smiled softly. It was important to her. Her cousin, her face a mask of discomfort, explained the urgency of their situation.

"I can help," she immediately said, feeling a sense of deep warmth. She would find a way to assist her cousin. She could not imagine her suffering alone.

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