The courtroom felt suffocating. The polished wood of the judge’s bench seemed to gleam mockingly under the harsh fluorescent lights. David fidgeted in his seat, the starched collar of his shirt suddenly feeling impossibly tight around his neck. He avoided eye contact with the towering figure of Marcus Cole, his literary hero, who sat at the defense table.

He kept his gaze fixed on the worn rug at his feet. The hum of the air conditioning did nothing to soothe his clammy palms. The case, his case, the one that could make or break him, began to unfold. Each detail felt like a sharp jab, twisting in the wound of his already raw emotions.

His leg bounced uncontrollably. He wished he could just vanish.

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