The doctor's words hung in the air, a phantom echo. The mix-up, the error – it felt like a betrayal. Sophia felt a tightening in her chest, a tremor that ran from her shoulders down to her toes.

She excused herself from the office and rushed outside. She needed air, space, anything to combat the sudden claustrophobia. The world outside the hospital was bright, almost painfully so.

She started walking, each stride a little faster than the last. She had to figure out what to do. She had to get her information back.

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