The rumble hit Amelia’s ears before she saw anything. A low, guttural growl that vibrated the windows. Her hands flew to her mouth, stifling a tiny, involuntary gasp. Then, the sickening crack. She clutched the kitchen counter, her knuckles turning white. The wind had been howling all afternoon, a relentless beast clawing at the house. Now, it had something to show for its efforts.

Her gaze darted to the window, her breath hitching. The ancient oak in Mr. Henderson’s yard, a behemoth that had stood sentinel for generations, was now a fractured mess. A thick limb lay sprawled across the property line, touching the edge of her garage. Her stomach lurched.

She imagined the insurance calls, the arguments, the potential for damage she couldn't afford. A cold sweat beaded on her forehead. With trembling fingers, she reached for her phone.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210