The morning sun sliced through the blinds, illuminating dust motes dancing in the air. Sarah sat bolt upright, every nerve ending firing. Today was the day. Her heart thumped a frantic rhythm against her ribs. She leaped out of bed, the cold floor jolting her awake. A quick shower, a rushed breakfast, and she was off, a whirlwind of energy preparing for her backyard barbecue. The guest list, the decorations, the music – everything needed to be perfect, even if her best friend, Emily, was hosting her own party on the very same evening.

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