Sweat beaded on Elias’s forehead as he watched Leo, his seven-year-old, meticulously arrange the miniature locomotives on the custom-built track. His own hands twitched, yearning to reach out and adjust a slightly crooked coupling. He’d built the layout, poured years into collecting the locomotives, the scenery, the control panel. Now, Leo was breathing fresh life into his creation. A thrill, yes, but also a tightening in his chest.

“Ready, Papa?” Leo chirped, eyes sparkling with an intensity Elias had only dreamed of as a boy. Elias swallowed, his throat suddenly dry. He managed a weak nod, the sound lost in the whir of the miniature engine's first chug.

Elias gripped the edge of his workshop table, knuckles white. The air felt thick, the familiar scent of oil and wood starting to make him feel a bit off. He remembered the hours spent, alone, lost in this world. Now, he was an observer, and a different kind of anxiety was bubbling within him.

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