The chipped paint and peeling wallpaper of Liam’s apartment seemed to mock his ambitions. He was perpetually stuck in a cycle of debt and desperation. His neighbor, old Mr. Finch, who always wore the same tweed jacket, was a mystery, seeming to live a solitary life.

Then, he saw a delivery truck dropping off furniture, filling up the usually empty rooms of the house next door. Mr. Finch, dressed in a new suit, was overseeing the delivery. A gentle feeling began to blossom within him.

Liam found a small, handwritten note from Mr. Finch, offering to pay for his college tuition fees. Liam's hands trembled as he reread the words, his eyes misting over. He knew, beyond a shadow of a doubt, that he could finally breathe.

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