David felt a sudden surge of adrenaline as he spotted the wallet near the construction site. The rumble of machinery faded into the background as he focused on the object. His perception sharpened, noticing every detail.

He picked it up cautiously, his fingers brushing against the cold, smooth leather. He opened it, his eyes widening. A large amount of cash filled the compartments. His jaw tightened.

He looked up at the towering skyscrapers, his gaze flitting from worker to worker. He knew he could use the money. The idea ran through his head like a quick calculation.

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