Michael’s fingers drummed a frantic rhythm against the mahogany conference table. The air conditioning hummed, a sound that usually blended into the background, but today it felt like a menacing presence. He couldn’t seem to sit still. He kept fidgeting with his tie, pulling it this way and that.

He'd been called to this meeting. He had a feeling it was bad news. The CEO had been acting unusually secretive these past few weeks. The usual jovial greetings were replaced with clipped nods and hurried glances.

The door clicked open, and the HR director, Ms. Evans, strode in, her face set in a professional mask. Michael’s shoulders tightened.

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