The gentle sound of classical music filled the spacious living room. Emma sat at the piano, her fingers dancing across the keys, the familiar melodies bringing her a sense of calm. She had just finished a difficult chapter in the novel she was writing, and the feeling of accomplishment was deeply gratifying. A woman, whose face was so familiar, approached her. It was Lily.

"You look like someone I used to know" she said. "We look alike?"

The music seemed to fade. The shared adventures, the silly games, the whispered confidences – all disappeared. A wave of shock washed over her. β€œI don’t think so,” she whispered. Her fingers froze on the keys, the harmony broken.

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