The sheer quiet of the house hit Emily as soon as she opened the door. Her apartment block had always been noisy. She inhaled deeply, relishing the stillness, a stark contrast to the cacophony of city life.

She walked through the house, taking in the familiar sights and sounds. Her old bedroom, repainted in her favorite color, was a sanctuary. Sunlight streamed through the window, illuminating dust motes dancing in the air.

As she settled into her room, a sense of safety and security wrapped around her. Later, as she ate dinner with her parents, a genuine smile spread across her face.

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