“Are you alright, Sarah?” Mark asked, his brow furrowed with concern. He could see her leg bouncing beneath the table, the tremor barely perceptible but there. He'd never seen her like this.

She forced a smile, her voice a little too high-pitched. “Fine, just… a lot on my mind.” Her gaze flicked to the corner of the room, as if something might jump out at her. The meeting about the promotion loomed, a shadow over the afternoon.

She picked at the edge of her sandwich, taking tiny, almost bird-like bites. Normally, she was always able to eat. The conversation seemed to echo in her head, her words bouncing around and refusing to settle. She needed to pull herself together. This wasn't the time to fall apart.

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