"Mr. Davies, the tests have been re-run. The results? There's been a mistake. You don't have the heart condition." The doctor’s voice was gentle, but the words hit John like a physical blow. A good one. He felt his chest expand, as if finally able to breathe after a lifetime of holding his breath.

He leaned back, a small, almost imperceptible smile playing on his lips. Later, he called his grandchildren, his voice thick with emotion. He signed up for that pottery class he had always talked about, and that afternoon, he walked in the sunshine, looking at the trees like he was seeing them for the first time.

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