David found the book in a bookstore, a lurid cover depicting a caricature of himself. He felt a sudden, inexplicable heat flush his face. He’d never granted anyone permission to write about him. He should be furious, but instead, a strange sort of dread settled deep within him.

He reached out, tentatively touching the cover. His fingers trembled slightly. He noticed his breath was coming in short, shallow bursts. He imagined the words inside, the secrets exposed, the half-truths amplified. He wanted to turn and run, to vanish into the crowd of people browsing nearby.

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
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210