The tarnished silver candlesticks, once belonging to her great-aunt, sat on the dining room table. Her brother, struggling with financial difficulties, had decided to sell them. Liam, seeing them, felt an intense ache.

He remembered family dinners, the warm glow of candlelight, the laughter, the feeling of connection. He ran a hand over the cold metal, a surge of emotion coursing through him. It was a tangible link to a past he valued above all else.

He could not let them go. He had a small savings account, enough to make a difference. He picked up the phone.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494