The raw wound in the earth where the cherry tree had stood was a stark reminder. Amelia bit her lip, surveying the scene. Then, her shoulders relaxed, and a slow smile spread across her face. This tree, planted on her fifth birthday, had provided her with her first sense of wonder, her first taste of resilience. She picked a single petal from a nearby bush and held it to her nose. A lightness settled in her chest. She had a new idea for a place where a tree could thrive.

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