The notification, a crisp pop-up on her phone, had jolted Amelia from her afternoon nap. She sat up straight, the sudden movement making her lightheaded. The scholarship offer, the one she’d celebrated with her family, rescinded.

She felt a flush rise to her cheeks. She scrolled through the email again, as if repetition would change the outcome. Her breath hitched. The words seemed to jump off the screen, mocking her aspirations.

Amelia grabbed a glass of water, the coldness a small comfort against the heat that swamped her. Her mind raced, a whirlwind of anxieties. How would she pay for tuition? How could she tell her parents? She needed to think.

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