He stared at the university official across the polished mahogany desk. His palms were slick. The air conditioning was failing, or maybe it was just him. He kept fiddling with the frayed edge of his jeans, the fabric offering a small comfort.

“There’s been a mistake, Mr. Jackson,” the woman said, her voice smooth but the words a punch to the gut. The weight of the world, it felt like, had settled on his shoulders. He didn't say anything, the words caught in his throat.

She continued, detailing the situation. Someone else, with similar qualifications, was the intended recipient. His scholarship, the one that kept him afloat, was going away. He felt a sudden, profound chill. He was going to lose everything.

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