He felt a sudden chill, despite the warm air in the room. His hands were clammy, and he kept rubbing them together. He had been looking for a reason to distrust his daughter, and now he had one.

He reread the posts, each word a pinprick against his carefully constructed sense of control. The words felt like a slap in the face. His throat was constricted. He wanted to yell, but he knew he needed to remain calm.

He forced himself to take a deep breath, trying to slow his racing pulse. He closed the laptop. The screen went black. He felt as though something heavy had settled in his stomach, as if he were carrying an immense burden.

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