Eliza walked into the apartment, the scent of lavender and vanilla candles greeting her. Her roommate, Sarah, was nestled on the couch, surrounded by scattered books and cozy blankets, her head bent in concentration. The soft glow from the fairy lights strung across the wall painted a warm scene.

Eliza felt a familiar flutter of joy in her chest. The argument about getting a puppy, which had been going on for days, was still unresolved. But in this moment, looking at Sarah, she knew she had so much to be appreciative of. The comfort and friendship that had grown between them was a true gift.

She quietly sat beside Sarah, who looked up with a small smile. “Hey,” Sarah said softly. Eliza returned the smile and reached for her hand.

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