The paper crackled in Eleanor’s trembling hands. An eviction notice. After months of late rent, it was inevitable. Her breath hitched, then she let it out slowly, smoothing the wrinkled document. She walked to the window, the afternoon sun warming her face. She closed her eyes.

A wave of warmth washed over her. She turned, her gaze settling on the chipped porcelain teacup resting on the kitchen table. It had been her grandmother's. A wry smile touched her lips.

Eleanor began to tidy, humming an old tune. Dust motes danced in the light, and for the first time in weeks, she noticed them, the way they moved. She polished the teacup, feeling the smooth cool surface against her palm.

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