Michael stretched languidly in his sun-drenched apartment, the aroma of freshly brewed coffee mingling with the scent of his favorite rosemary and lavender candles. He glanced around his space, a collection of vintage furniture and thriving houseplants, each item carefully chosen and placed. A quiet joy settled over him. His email alert chimed.

An email from a lawyer, subject: "Important Family Matter". Michael’s internal peace remained, his fingers dancing across the keyboard to open it. It concerned a will and a previously unknown sibling. A wave of surprise washed over him, but underneath it, a sense of calm. He sipped his coffee, the warmth spreading through him. He would deal with it.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350