The library felt stifling, the air thick with the scent of old paper and suppressed emotions. Alex stared at the marked-up literature essay, the red ink slashing through his carefully crafted prose. A "C" stared back at him, an indictment of his efforts.

He picked at a loose thread on his jeans, his gaze fixed on the floor. His stomach churned with a mixture of disappointment and self-doubt. He’d always prided himself on his writing ability. Now, he wondered if he was merely fooling himself.

The library was suddenly too loud. He couldn't concentrate. He needed to get away, to find somewhere he could be alone. He stood up abruptly, knocking over his chair. He mumbled an apology to the nearby librarian and quickly headed toward the exit.

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