The familiar scent of lavender from the bath salts seemed to mock her. Emily stared at the screen, the cursor blinking, waiting for her response. *Potential Match: Father - 98%*. She felt a rising tide of nausea.

She sat up, the water suddenly too hot. She needed to get out, to move, to stop the churning inside her. She felt overwhelmed, as though the room was closing in on her.

She quickly drained the tub, pulled herself out, and wrapped herself in a towel. She felt an urgent need to escape the confines of the bathroom. The need to find, to understand, was overwhelming.

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