The first thwack of the hammer jolted Emily out of her comfortable afternoon reverie. A jolt went straight through her. She sat up straight in her armchair, her hands gripping the armrests. It was as if her senses had been magnified. Every little sound, from the chirping of crickets to the rustle of leaves, became amplified.

She felt a restless energy bubbling under her skin. She had to get up, had to move, had to do something. She paced to the window, peering out at the scene next door. The old house she had so admired was now being torn apart.

She decided against watching, not wanting to engage. Yet, she found herself walking to the kitchen, only to quickly return to the front room. The thought of all the changes being made made her want to run. She grabbed her keys.

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