The soft music playing in the background soothed Olivia as she prepped for a meeting, a familiar ritual that grounded her. She felt like everything was finally working in her favor. Her career was flourishing. Her personal life was also at its best.

The message hit like a ton of bricks: the company was being sold. She reread the message, her knuckles turning white. She felt a tight ache in her chest.

The music seemed to grate on her nerves, the melodies now a source of irritation. The familiar surroundings of her office seemed distorted, as if seen through a warped lens. She was paralyzed.

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