My hand trembled as I keyed in the last digit of the password, the cursor blinking mockingly on the screen. A wave of heat washed over me, prickling my skin. This was it. I held my breath. When the account finally loaded, the number of zeros made my vision swim. A knot twisted in my stomach. I felt a sudden, urgent need to pace.

I clicked through the transaction history. Dates, amounts, destinations. Every single one was a lie. How could I have been so blind? I needed air, and now. I slammed the laptop shut, the metallic clang echoing in the sudden quiet of the bedroom. The world seemed to tilt on its axis.

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