He was doing a chemistry lab when the notification popped up. A follow request. It was Mr. Evans, his math teacher. Mark felt a sudden surge of heat rush to his face. He quickly looked around to make sure nobody had seen.

He fumbled with the test tubes, nearly spilling the liquid. His hands trembled as he made the calculations. He made several errors. He abandoned the experiment halfway, citing a sudden headache.

In the hallway, he avoided any contact with classmates. He found himself avoiding his teacher's classroom altogether for the remainder of the day. Every shadow seemed to lengthen, every sound amplified. He felt as though he could feel his own pulse in his ears.

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