The morning light, usually gentle, felt sharp against the back of his eyes. Jake woke with a jolt, the sudden burst of noise from next door having invaded his dream state. Every nerve ending seemed to be tingling.

He sat up in bed, his heart pounding. The world felt suddenly too loud, too bright. He could hear every bird chirping, every car passing on the street. He felt a desperate urge to maintain control. He needed to understand what was happening, to assess the situation.

He quickly dressed, his movements jerky and precise. He needed to investigate. He needed to see. The need was powerful.

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