He caught the glint of the sunlight off the measuring tape, his stomach twisting into a knot. He glanced at the survey marker, a stark declaration of ownership, and a symbol of everything he dreaded. He cleared his throat, feeling a strange tightness in his chest.

The thought of diminished space, of a more rigid environment, ignited a spark of unease. He shifted his weight from one foot to the other, unable to stand still. He mumbled something about the weather, wanting desperately to change the subject, to evade the impending, inevitable changes.

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