He stared at the blank screen, the cursor blinking, mocking his inability to focus. His fingers trembled as he reread the email, again and again. Professor Anya’s words were polite, professional, but devoid of any personal touch.

The coffee cup sat cold on the desk, forgotten. He pushed back from his chair, unable to sit still. He paced the small apartment, his thoughts racing, a tangled knot he couldn’t untangle.

The silence of the apartment felt deafening. He felt a chill, despite the warm summer air. The world seemed to shrink around 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