Michael drummed his fingers on the surface of the antique writing desk. He had promised his sister he’d help sort through their mother’s things, but the task was proving more difficult than he had anticipated. He felt like he was about to do something wrong, something disloyal. He shifted in the chair, a wave of heat spreading across his face.

The top drawer, the one his mother always kept locked, was full of his school work. He knew it.

He pushed the drawer open. The smell of ink and old paper filled the room. His hands were clammy. He closed his eyes for a moment, then began to sift through the contents.

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