The silence in the room was almost unbearable. Alex shifted uncomfortably in the chair, the plush fabric doing little to ease the tension that coiled in his gut. His past had been difficult. He had been through hell.

He didn't want to be here. But he needed to be. His therapist, David Miller, had made him feel less alone. He remembered a younger version of him, a bully who had terrorized the school.

The shift in David, the quiet resolve, the gentle voice… it made something thaw within Alex. A sense of relief washed over him, a deep-seated appreciation he hadn’t known he was capable of feeling.

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