The elevator ride felt like an eternity for Mark. He tried to appear calm, but a tremor ran through his hands as he clutched the briefcase. His palms were slick. He could feel sweat accumulating on his brow. The ascent was torturous.

He reviewed his notes in his mind, going over every detail. His thoughts swirled. He felt a constant, nagging pressure in his chest. He imagined the interview.

When the doors opened, he took a deep breath. His mouth was dry. He stepped out and started toward the meeting room, trying to maintain a steady pace.

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