The late afternoon sun slanted through the living room window, illuminating dust motes dancing in the air. John watched as his roommate, David, meticulously organized his collection of vintage vinyl records. The tension from their disagreement about getting a pet iguana still lingered, thick and unyielding.

He took a slow sip of the iced tea David had made earlier. He felt the tension ease slightly. John felt an almost overwhelming sense of contentedness. His life was good; even with its imperfections, it offered him plenty of happiness.

He walked over to the record player and selected a jazz album. The music filled the room, and John allowed himself to let go of the animosity. He realized that a friendship as strong as theirs could withstand the silly arguments that came with sharing a life.

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