The fluorescent lights in the office buzzed, intensifying the pressure I felt in my chest. I had a big deadline to meet. I caught sight of Tom, the new intern, heading in my direction.

"Hey, Dave!" Tom called out, his voice filled with energy. "You wouldn't believe it! Camp Evergreen…right?” He asked. My blood turned cold.

I remembered the camp, the ropes course, the time I had to be rescued after getting stuck halfway. I forced a smile. I felt my face flush. This was not the day for this.

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