She found herself cleaning, a frenzied energy driving her. She scrubbed the countertops, vacuumed the carpets, as if she could erase the past through sheer effort. Everything felt sharp, almost painful to the touch. The news had thrown her off balance, like a sudden earthquake.

She had reached out for help, finally admitting she needed it. The receptionist had scheduled her with Daniel Harding. The same Daniel Harding who made her life a misery in middle school. The knowledge had hit her like a punch to the gut.

She paused, leaning against the counter, her breath coming in ragged gasps. She had to get control of herself.

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