He stared at the bright white envelope. The words swam before his eyes. Eviction. A tremor ran through Elias. His apartment, his refuge, his safe space. He let out a shaky sigh.

He walked to the worn armchair by the window, sinking into its familiar embrace. Sunlight filtered through the dusty blinds, painting stripes across the worn rug. He took a deep breath.

He reached into his pocket and pulled out a small, intricately carved wooden bird, a gift from his late father. He gently turned it over in his hands, tracing the lines of the feathers. A small, genuine smile appeared.

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