He leaned against the brick wall of the campus building, the chill of the afternoon seeping into his back. The late October air was sharp and biting. He was supposed to be in class, but he couldn't face it. He watched the students pass, their faces animated, their futures seemingly secure. His jaw throbbed, and he realized he was clenching his teeth.

He took a shaky breath, pulled out his phone, and unlocked the screen. The email was there, waiting. He opened it and read. The world went silent, then everything began to spin. He closed his eyes, then opened them again, the words burned into his mind. He pushed off the wall and began walking, aimlessly.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210