The crisp autumn air nipped at Amelia's cheeks as she strolled through the farmer's market, her basket swinging gently at her side. A symphony of colorful gourds and fragrant spices surrounded her. A broad smile stretched across her face as she haggled good-naturedly with a vendor over a bunch of vibrant purple kale. She’d always loved this time of year, the scent of woodsmoke and the promise of cozy evenings. Today, a crisp letter had arrived, an invitation to her high school reunion. It sat unopened on her kitchen counter, and she knew she'd get to it when she got home. For now, the warmth of the sun and the cheerful buzz of the market were enough.

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