He stared at the email, the words blurring on the screen. Another complaint from the neighbor. Another escape from the dachshund, Oscar. He ran a hand through his hair, the action somehow calming him. The owner was always apologetic, but the dog's penchant for tunneling under the fence was a constant source of trouble.

He swallowed hard, a dry sensation in his throat. He had to address this, or face the awkwardness of another confrontation. He knew the dog was sweet, but the thought of more emails or complaints filled him with a sinking feeling.

He typed a reply, then deleted it, starting again. The cursor blinked, mocking his uncertainty.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210