The cold sweat prickled at the back of Mark’s neck as he walked down the dimly lit hallway. Each step felt laborious, his boots thudding against the linoleum with a heavy rhythm. He gripped the strap of his equipment bag so tightly his knuckles were white. The smell of stale sweat and disinfectant, usually comforting, now made his stomach churn.

He’d always felt like he belonged. He envisioned a future where he excelled on the field, imagined the roar of the crowd, envisioned the praise, the accolades. Now, this future was collapsing. He kept replaying his mistakes in his mind, feeling the sting of each error, each missed opportunity.

Coach Peterson’s door loomed at the end of the hallway. He could hear the faint murmur of a conversation from inside. He took a deep breath, trying to steady his shaking hands, and pushed the door open.

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