Clara stretched languidly in the morning light, her body feeling loose and energized after a long sleep. The scent of freshly brewed coffee wafted from the kitchen, promising a delicious start to the day. She hummed a little tune as she considered her upcoming book launch. It was a moment she'd been dreaming about for years, and now, it was finally happening. She felt a lightness in her step as she walked towards the kitchen. A ping erupted from her laptop.

Her fingers hovered over the keyboard. She opened the email, a nervous flutter starting in her stomach. The subject line read "Publication Notice." Her smile faltered as she read the message. Her article on the history of perfume? Published, but under a different name. An unfamiliar heat climbed her neck, and her hands clenched into fists.

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