The realtor had mentioned a 'storage closet' beneath the staircase, but Amelia wasn't buying it. There was a subtle draft emanating from the wall, a whisper of air that sent a shiver down her spine. The old house whispered secrets, she decided. She ran her hand along the wainscoting, feeling for a hidden latch. Her fingers, usually clumsy, seemed to have taken on a life of their own, dancing across the wood.

A click. A shallow gasp escaped her lips.

A section of the paneling swung inward, revealing a dark, musty space. Her pulse quickened. She pulled out her phone, the flashlight beam cutting through the inky blackness.

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