Sweat prickled on Liam’s forehead as he stared at the email. The subject line, “Farewell,” throbbed in the dim light of his laptop screen. His mentor, Mr. Henderson, the man who had guided him through countless projects, had simply… left.

He felt a sudden, sharp pressure in his chest. His fingers flew to his mouth, gnawing at his thumbnail. He reread the email, each word a cold, hard fact. No explanation, just a generic goodbye.

Liam leaned back in his chair, the sudden stillness of the room making his ears ring. The world seemed to tilt on its axis; everything felt off balance.

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