The attic was dusty and dim, but the discovery was a ray of sunshine. A small, locked box, hidden behind a stack of old books. Inside, a key, and a passbook. The savings account belonged to her husband.

She sank onto a nearby trunk, the book still in her hand. The worries she had carried, about their future and about his health, seemed to dissipate. She felt a lightness in her chest, a sense of buoyant hope.

The sun streamed through the single window, illuminating the dust motes. She would use the money to finally take the trip he always wanted to. She would go with him. She smiled.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494