The mechanic, Frank, squinted at the chain-link fence. The German shepherd, Kaiser, had already caused him enough headaches this week by barking at his customers' vehicles. Now he saw the dog's shadow moving behind the fence. He braced himself for the daily ritual: the intimidating gaze, the deep barks, and the feeling of being judged.

He ran a hand over his greasy overalls. He had a tight schedule today, and the thought of another delay, another distraction, sparked a flicker of annoyance inside him.

He took a deep breath, steeling himself. He knew he had to go outside, but he stalled, his feet rooted to the spot.

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