The aroma of freshly brewed coffee, usually welcome, was now cloying to Ken. He sat at his desk, staring at the screen, unable to concentrate. He kept fiddling with his pen, clicking it on and off. He could hear the low murmur of conversations from the hallway.

The rumors had been circulating for weeks. Now the email had arrived. The news was finally here. The pit of his stomach felt empty.

He reached for his phone and scrolled through his contacts, his thumb hovering over his boss’s name. What was the best way to ask what this announcement would mean for his job?

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