The ferry ride was always a treat. Margaret loved the spray of the ocean against her face and the squawk of the gulls overhead. She felt her shoulders loosen as the city skyline faded in the distance. The salt air invigorated her. She knew she was heading towards peace.

Then, she saw it. A social media post. Her award-winning shortbread cookies, which she had developed with so much care, were suddenly credited to a bakery in San Francisco. A wave of mild surprise rolled over her.

She tapped the link, a slight smile playing on her lips. It was a well-written post, the photos were beautiful, and the cookies did look delicious. She leaned back against the railing, enjoying the sun on her face. Someone was making a tidy profit off her work.

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