The digital clock on the bedside table mocked Liam with its steady, unwavering pulse. He sat bolt upright, the laptop’s screen casting an eerie glow on his face. The file, open and waiting, was titled “My Dearest Amelia.” He’d found it by accident. Pure, dumb luck.

His palms were slick. He read the first few paragraphs and found a twisted reflection of their relationship, embellished with… with dangerous, violent undertones. He felt his face grow hot, his breath coming in shallow gasps.

A wave of nausea crashed over him. He felt pinned to the spot, unable to move, unable to look away. He scrolled down, his finger trembling on the trackpad, searching for the end, the resolution, the truth. It was a terrifying glimpse into a mind he thought he knew.

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