The cold seeping into Sarah's bones was nothing compared to the chill that swept through her chest. An eviction notice. It was a physical blow, leaving her breathless. Her gaze snapped towards the telephone, then the door, then back to the notice. Every muscle in her body was wound tight, ready to spring. She ran a hand through her already disheveled hair, the gesture more frantic than calming. "What am I going to do?" she whispered, her voice barely audible, the words hanging in the air like a fragile bubble.

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