The scent of lavender from the bath salts lingered in the air. Susan was just out of the shower, wrapped in a fluffy towel. She hummed a happy tune, feeling clean and refreshed. Her son, Jake, was at a friend's house, and the house was quiet.

She walked into her bedroom, the sunlight streaming through the window. She felt at home, a feeling of deep serenity filling her as she looked around.

Her phone buzzed. She glanced at the screen, a notification from her bank. A large, unexpected transaction had been made on her credit card, under a name she didn’t know. A wave of dread washed over her.

Emotion: at ease

Cluster: Calm / Serenity
PC1 (Valence): 2.84 Positive
PC2 (Disposition): -2.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370