The afternoon sun streamed into Karen's office, but she barely noticed. She had retreated into herself, her concentration intense, her fingers flying across the keyboard. She rewrote the same paragraph four times, her face a mask of concentration. Her eyes were fixed on the screen, seeing nothing else.

She had to make the perfect impression. She knew she had the experience, the drive, but the thought of facing her competitor filled her with a nervous energy she struggled to contain. It was difficult to focus, and the quiet hum of the air conditioning made her want to scream.

She finally saved the document and leaned back, letting out a long, slow breath. The relief was only momentary, quickly replaced by a fresh wave of anticipation.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235