The aroma of old books and something else, something metallic, drifted from the hallway. Thomas had been wandering the house, chasing that strange feeling, that tingle on his skin. He always felt it when something big was about to happen. He felt it now.

He ran his hands over the library paneling, searching. A small, almost invisible indentation. He pressed. A faint click echoed through the silent house. A section of the wall slid inward, revealing a narrow passage. He pulled out his phone, the flashlight beam dancing across the dusty floor.

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