As the day approached, Eleanor felt a quiet excitement. Her party was a cozy book club meeting, while her friend, James, was hosting a glamorous masquerade ball. They were very different people.

She carefully chose the books for the discussion, considering her friends' tastes and preferences. She brewed a pot of tea, the fragrant steam filling her kitchen with a sense of calm. The thought of deep conversations and shared ideas filled her.

She looked around her room, the sunlight streaming through the window, illuminating the familiar comforts of her home. Her heart felt light, buoyant, as she pictured the evening's gathering. Her life felt full, complete.

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