He watched his father pace in the kitchen. The linoleum seemed to creak louder than usual under the man's heavy footsteps. The grandfather clock in the hall ticked with a relentless, accusing rhythm. His father's voice, when he finally spoke, was strained, almost unfamiliar.

“Your mother’s locket… it’s a beautiful piece.”

He knew where this was going. His chest felt constricted, as if a weight had settled there. He ran a hand through his hair, the gesture automatic, useless. The locket. The one with the tiny photo of his mother.

"We need to… adjust," his father said, his gaze avoiding his son's. The kitchen, once a place of warmth, now felt cold, sterile. He wanted to shout, to object, but the words were trapped in his throat, a silent scream.

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