The late afternoon sun cast long shadows across the room, illuminating dust motes dancing in the air. Sophia inhaled deeply, enjoying the scent of her lavender candle. She sat at her desk, feeling peaceful and at ease. She felt as though she could do anything. Reaching for her journal was an act of comfort and familiarity.

The journal sat on the bed, its spine cracked, the corner of a page turned down. Sophia froze. The page revealed a detailed account of a fight she’d had with her mother, a private conversation. Her roommate, Chloe, was suddenly engrossed in a particularly intriguing episode of her favourite show.

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