The rhythmic clinking of the ice in her glass was the only sound in the living room. Carol took a slow sip of her iced tea, letting the cool liquid wash over her. Her feet were up on the ottoman, a good book lay open in her lap. Her son, Ben, was in his room, doing whatever it was teenagers did. All felt well.

The soft glow of the late afternoon sun painted the room in warm colours. She was thinking about a new recipe she wanted to try, a simple lemon cake. The quiet contentment of being alone for a few hours was a welcome change.

A message popped up on her iPad. It was a private message from a group named ‘Ben’s Secret Circle’. Curiosity overcame her – she clicked on the link. Panic flashed through 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