The soft glow of the lamp illuminated the living room. Sarah curled up on the sofa, a blanket wrapped around her. The shouts and clatter from the O'Malley's renovation project next door faded into the background.

She picked up her knitting needles, the rhythmic click a comforting sound. Her fingers moved automatically, creating a pattern. She felt a sigh escape her lips.

This was exactly how she wanted to spend her evening. A slow, steady rhythm, in the stillness of her sanctuary. She glanced out the window, watching the moonlight reflecting on the freshly painted walls of the O'Malley's house.

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