Eliza’s gaze never left the sleek, silver SUV that pulled into Mrs. Hawthorne’s driveway. It was a vehicle far more expensive than anything she’d ever owned or would own. She kept twisting the ring on her finger. A nervous habit she'd long forgotten.

Her stomach felt like a knotted ball. She ran a hand over her face, feeling the prickle of sweat. Mrs. Hawthorne, the librarian, had always seemed so… ordinary. Now, she was surrounded by opulence. Expensive clothes, lavish parties, and trips abroad.

Eliza abruptly turned away from the window, as the feeling that someone was watching her crept down her spine. The sudden contrast between their lives felt like a blow to her self-esteem, making her feel small and insignificant. She needed to know the truth.

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