He felt the blood drain from his face. The words on the screen blurred, then sharpened, mocking him. It was a vicious attack, ripping open wounds he thought long healed. Ethan felt a tightening in his chest. A strange buzzing filled his ears.

He slammed his laptop shut, the metallic sound echoing in the quiet apartment. He stood, pacing the small space. Every inch of his body ached. He clenched his fists, knuckles white.

He needed to breathe. He needed to figure out what to do. His mind raced, calculating every possible consequence.

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