"Alright," Clara murmured to herself, stretching like a cat on the sofa. Sunlight streamed in, illuminating dust motes dancing in the air. She'd finally finished that novel, and a long, leisurely bath was next on her agenda. The water was already running, scented with lavender and eucalyptus.

A shout outside made her jump, a sudden break in the symphony of her morning. Peeking through the curtains, she saw a tow truck attaching her vehicle to its hook. Confusion, and then a mild annoyance. She couldn't remember parking it incorrectly. She opened the front door, ready to question the driver with polite curiosity.

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