"Are you sure you want to go through with this, Dad?" Mark asked, his voice barely a whisper. He fidgeted with the worn strap of his camera bag. His father, a stoic man who rarely showed emotion, simply nodded, his face unreadable.

They stood on the sidewalk, the last remnants of furniture being hauled out of the house and loaded onto a truck. Mark had a knot in his stomach, a feeling that intensified with each familiar object that disappeared. His mouth was dry, and he kept swallowing, as if trying to lubricate a rusty hinge.

He wanted to scream, to beg them to stop, but the words wouldn't come. He just stood there, watching, the silence punctuated by the distant thrum of an approaching engine.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210