The invitation sat on the kitchen counter, a beacon of forgotten memories. She glanced at it, a slight tremor in her hands. The image of a younger self, full of reckless abandon, nearly brought tears to her eyes.

She walked out to the garden. The sun was warm, and the scent of jasmine filled the air. She knelt, her fingers gently brushing the velvety petals of a rose bush she had planted with her late husband. A sense of gratitude, deep and abiding, washed over her.

She would write a note, she decided. To the organizer. To say she would be there.

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