The bank statement felt heavier than usual in Amelia’s trembling hand. She’d stumbled upon it while searching for the overdue water bill. It sat, innocently enough, amidst the usual junk mail. Her breath hitched. Inside, a substantial sum sat in an account she didn’t recognize, an account bearing only her husband, Daniel’s, name. She felt a prickling heat rise on the back of her neck.

She reread the header, then the balance. Her gaze darted to the closed bedroom door, as if he might materialize at any second. Her fingers fidgeted, folding and unfolding the paper. She had to sit.

Amelia eased herself down onto the sofa, the statement now a crumpled mess in her lap. Daniel had always been meticulous with their finances, transparent to a fault. This… this felt like a betrayal, a chasm had suddenly opened between them. Her stomach churned. A headache was already forming.

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