The world was too loud. The crunch of gravel under her feet sounded deafening. A swarm of bees buzzed around a nearby flowerbed, and she could almost *feel* the vibrations. Inside her, she was a tightly coiled spring. He had said it so matter-of-factly, his decision to leave for Texas – a place she’d only seen in movies. Now, everything felt different. Every detail seemed to amplify, to become significant. She needed to keep walking, to keep moving, to keep existing. She clenched her fists.

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