From the moment the notification arrived, Daniel knew what he’d do. It was from Brad, the kid who stole his lunch money and made his life a misery. He’d lived through the hardship, and he'd built a life he loved. He had a family, a career, and friends who valued him.

He clicked "Accept," and went on with his day, the gesture a small act of grace. The afternoon sun seemed to be pouring light into the room. He felt a deep sense of peace.

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