The cold sweat on his forehead matched the chill in the room. Mark sat at the kitchen table, staring at the screen. The discovery was like a blow. His daughter, Sophia, seemed to be someone entirely different in this online world.

His jaw clenched. He wanted to shout, to rage, to confront. His hands balled into fists, then opened, then closed again. He was trapped in a space between emotions, between anger and sadness.

He got up and walked to the window. The world outside looked different, a strange place. The garden, usually a source of peace, was now a threat. He needed to do something, he needed to know the truth.

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