The waiting room was an assault on Thomas's senses. The bright fluorescent lights seemed too intense, the polished floors reflecting everything. He kept clearing his throat, a habit he usually managed to suppress, but today, it was constant. Across the room, David was casually leaning back in his chair, seemingly unconcerned. Thomas felt a knot tighten in his gut.

He ran a hand through his already-messy hair. He had spent hours preparing for this interview, researching the company, practicing his answers. But now, all the information seemed to have evaporated from his brain. He felt a prickly sensation under his skin, as if every pore was on high alert.

The secretary called, "Thomas Miller?" He jumped slightly, his hand flying up to his chest.

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