The hum of the computer filled the otherwise silent study. He hovered over the "login" button, muscles coiled. The paper, a single sheet of paper containing the account details, felt like it was burning a hole in his pocket. He took a deep breath, trying to steady his shaking hands.

The screen flickered. A fortune. His gaze darted to the window, as if expecting someone to materialize. The implications of this revelation were crushing. He ran his hand over his face, as if trying to wipe away the scene.

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