The art fair's vibrant energy usually invigorated Chloe, but today it only amplified her unease. She kept scanning the crowd, her gaze darting from one person to another. It was a compulsion. She’d found out early in the morning: Her graphic design, emblazoned on someone's shoulder blade.

Each brushstroke of energy that the art fair had provided felt like a jab in the chest. She had printed out the photo. The original piece was right here, in her booth. She walked along, her fingers tracing the edge of the canvas.

She watched the people walk by. She walked through each booth. She felt like an animal searching for a predator. She saw a familiar pattern on the shoulder of a passing woman. Her heart pounded.

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