I felt a rising warmth in my cheeks. The sales meeting was about to begin, and I was ill prepared. In the corner, I spotted Sarah, the senior sales director, approaching. She was smiling.

“Good morning, Mark!” Sarah said, her voice cheerful. “Small world, isn't it? Did you attend Camp Lakeside?” She asked. My breath hitched.

I remembered the camp, the lake, the time I accidentally swapped the camp director's fishing rod with a garden rake. I struggled for a response, my mouth suddenly dry. I knew this was going to be awkward.

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