He unfolded the paper, the stark black and white photo of his high school graduating class staring back at him. He examined the faces, the youthful exuberance a stark contrast to his own more weathered features. A quiet satisfaction resonated within him.

He decided to go for a run, something he hadn't done in weeks. The familiar rhythm of his feet hitting the pavement, the burning in his lungs, cleared his head. He pushed himself harder than usual, a physical expression of an internal… fullness.

That evening, he poured himself a glass of his favorite scotch, the amber liquid glinting in the dim light. He would make it through.

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