The scent of bleach, usually a comfort, filled Clara’s nostrils. She stared at the pristine kitchen counter, every surface sparkling. She had already cleaned the whole house twice, but the urge to eliminate any trace of dirt was still there.

She picked up the spray bottle again, her hand steady.

Her father, reading a newspaper in the living room, called out, "Everything alright, honey?"

Clara felt a sudden need to be doing more. "Yeah, Dad. Just… making sure everything's spotless." She sprayed the sink, the stove, the refrigerator, every surface. Everything needed to be perfect.

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