The text message brought him upright, his eyes widening. "BookwormBabe" wanted to meet at the library. Immediately. Ethan was instantly galvanized. He felt a newfound need for action.

He slammed his laptop shut, a sudden action he regretted, but could not take back. The hum of the computer's fans seemed loud in the sudden silence. He grabbed his keys, the metal biting into his palm.

He rushed outside. The air hit him like a shock. Inside the library, the hushed atmosphere felt electric. He scanned the bookshelves, his eyes darting, seeking, searching. He found her, the young woman who worked at the coffee shop down the street.

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