The phone felt heavy in her hand. Sarah had been on the verge of calling her mother for hours, needing to know what was going on. Her mother had texted her a simple message: "Come over, we need to talk." The anticipation had been eating her alive.

Finally, she took a deep breath and dialed the number. The phone rang three times before her mother answered. Her mother's tone was measured. Sarah felt a strange lightness in her limbs.

“So, honey,” her mother said, her voice strained. “Your brother’s decided… to explore Judaism.” Sarah felt a strong urge to get out of the house.

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