From the moment the phone call ended, everything felt… intensified. Sarah could feel her heart hammering against her ribs, a frantic drumbeat in her chest. The party, the carefully orchestrated surprise, was off. A wave of heat washed over her, making her skin tingle.

She paced back and forth in her living room, her steps quick and restless. She was so ready for the people, the games, the laughter. Now, just the silence. She needed to do something, anything to distract herself from the buzzing in her ears.

Grabbing her phone, she began scrolling through her contacts, a dizzying whirlwind of faces and names. Where could she go? Who could she see? The options felt overwhelming, a tangled mess of possibilities.

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