The aroma of roasting chicken permeated the air. Margaret felt a deep sense of inner peace as she chopped vegetables, the rhythmic thud of the knife a soothing cadence. The house was finally quiet, their children were asleep, and James, her husband, was setting the table. He was humming as he worked, his movements slow and deliberate. As they sat down to dinner, his phone rang. He stood up abruptly and moved to the hallway, speaking in hushed tones. Margaret remained seated, she put her fork down on the table, and glanced at the door.

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