Rain lashed against the windows, mirroring the bleakness of Amelia's thoughts. The eviction notice sat on the table, a stark white rectangle that threatened to swallow her meager existence. She glanced out the window, past the overflowing bins, to the house next door. Mr. Silas, with his perpetually wrinkled brow and threadbare clothes, was usually the picture of stoic misery.

But today, he was different. A chauffeur-driven limousine idled in the driveway, and he emerged, impeccably dressed. When he caught her eye, he merely nodded and gave a small, almost bashful smile, then got into the car. A feeling of lightness settled over her.

Later that afternoon, a solicitor arrived, presenting her with a check, a generous sum intended to cover back rent and provide a cushion for the coming months. Amelia felt her jaw tremble, she could only manage a small, choked sound. She folded the check carefully and clutched it to her chest as she watched the rain ease.

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