The cold bite of the autumn air nipped at Olivia's cheeks as she confronted the absence of her compact car. Tears pricked at her eyes, not from anger, but a sudden overwhelming feeling of vulnerability. Her car was her lifeline, ferrying her to her part-time job and enabling her weekly visits to her ailing mother. The financial hit, the logistical nightmare, seemed insurmountable.

A young man, a student from the university next door, approached her, a gentle expression on his face. “Ma'am, I saw what happened. Can I offer you a ride? I'm headed downtown, and maybe we can figure out a plan together.” Olivia found herself nodding, her throat thick with emotion. As they drove, the rhythmic hum of the engine, the shared silence, and the sincere offer of help, settled her frayed nerves. A feeling of profound gratitude filled her.

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