He pretended to be absorbed in his newspaper as he heard the crunch of gravel on the driveway. The shadows of the tall fir trees danced across the page, making the words difficult to read. He lowered the paper slightly, peering over the top.

It was Mrs. Chen, her gardening gloves still on. He took a deep, steadying breath. His pulse quickened. He willed himself to remain calm.

He folded the paper, then set it down carefully on the coffee table. He straightened his posture, trying to appear relaxed and unconcerned. But his hands remained slightly shaky as he walked to the door.

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