Sarah closed the heavy book, a satisfying click echoing in the quiet room. The scent of old paper and leather filled her nostrils. She loved the library, the quiet sanctuary where she could immerse herself in stories. She’d spent the afternoon researching her thesis, and her mind was abuzz with ideas and inspiration.

A blinking notification on the computer screen caught her eye. The scholarship committee had sent an email.

She sat motionless for a moment, the joy she had been experiencing slowly draining away. Her breath hitched in her throat, and she felt a tremor in her hands. The world around her seemed to tilt, and a wave of despair washed over 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