"Did you hear?" The words swirled around Amelia as she entered the office. She heard them every morning for the past few weeks, and yet they barely registered. The news of the promotion, the rumors, and the speculation – it all washed over her.

She enjoyed her work, the challenges, and the camaraderie. She’d always found satisfaction in a job well done. She glanced at the photo of her family on her desk. A surge of warmth spread through her.

She took a deep breath, inhaling the familiar scent of the paper and ink. Her mind went to the family picnic planned for the weekend. The laughter of the children, the sun on her face, and the feeling of belonging β€” those were the things that truly mattered.

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