The new house felt…wrong. It wasn't the creaking floorboards or the draughts. It was a feeling, a prickling awareness that something was amiss. Ethan was on edge. During a routine inspection of the basement, he noticed a section of the wall that seemed…different. He ran his hand along the cold, stone surface. The air felt colder, more still.

He found it. A barely perceptible seam, running vertically. He pressed, hard. There was a groan, a grinding noise, and then, a slow, deliberate opening. He stepped back instinctively, his heart thumping in his ears.

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