The cold marble of the headstone pressed against Clara's fingertips as she read the inscription. Her brother, Daniel, was several yards away, already examining the sleek, black sports car parked in the driveway. The will had been read, the assets divided. Clara had inherited the family home, a rambling Victorian mansion, beautiful but filled with ghosts. And Daniel? A racing car. She shivered, feeling a prickling sensation crawl up her spine. The weight of responsibility, the echoes of the past, settled upon her shoulders.

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