The city noise seemed amplified, a constant, irritating hum that grated on her already frayed nerves. She walked aimlessly down the busy street, avoiding eye contact with strangers. She checked her watch again, though she knew the time. Every car horn, every shouted conversation, every passing bus, sent a fresh jolt of fear through her.

She had rehearsed her response, but now she was unsure if she would be able to speak. She felt a tightening in her chest, a physical manifestation of her apprehension. She saw the familiar building in the distance, a concrete giant that represented her dream. She slowed her pace, her feet feeling heavy.

She knew what waited.

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