The weight of the house’s history settled upon Ben as he read the online articles. He felt a sudden, profound shift in his perception of his surroundings. The sun’s rays, which had once felt comforting through the large windows, now seemed to expose every hidden corner.

He sat on the couch, unable to relax, his mind racing. He kept looking around the room, trying to reconcile the familiar space with the brutal reality he now knew. He wanted to feel safe, but a growing dread prevented it.

He stood up abruptly, and began to pace. He wanted to feel some sort of control. He kept circling the house. He needed to understand what had happened. He walked toward the bedroom, his steps quickening.

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