He stared at the screen, the published article taunting him with its stolen glory. His hands felt clammy, his grip tight on the mouse. The layout, the fonts, everything… it was his work. He’d poured his soul into it, meticulously crafting each sentence. Now, the byline declared another author.

He rose from the chair, a trembling in his limbs. The room seemed to shrink, the walls closing in. He paced the small apartment, his footsteps echoing in the silence. The rhythmic thump of his heart throbbed in his ears.

He should say something. He knew that. He just… couldn’t quite make his feet move. The thought of confronting the person who'd stolen his work made his breath hitch.

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