Sophia, her hair pulled back in a loose bun, surveyed her immaculately clean kitchen, a feeling of… well-being, suffused her. She'd spent the morning cleaning, a task that always settled her nerves. The aroma of freshly brewed coffee lingered in the air. She moved toward the bookshelf to put away her current read.

She noticed a small, wooden box tucked amongst the books. She didn't remember seeing it before. The lid was slightly ajar. Curiosity got the better of her, and she opened it. Inside, she found a certificate of deposit, in her husband, Mark's, name. The face value… was a shock. She sank into a chair, stunned.

Emotion: relaxed

Cluster: Calm / Serenity
PC1 (Valence): 2.55 Positive
PC2 (Disposition): -2.48

Role in Research

This story is one of 1,000 stories generated for the emotion relaxed. 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 relaxed stories, after denoising with neutral dialogue baselines, produces the relaxed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the relaxed vector is projected through the unembedding matrix.

Promoted:
la0.638
disfrut0.418
прият0.386
楽し0.368
affectionately0.368
Suppressed:
L-0.598
S-0.558
C-0.435
because-0.428
ness-0.379