The lecture hall felt stifling, the air thick with unspoken fear. Maya tapped her pen against her notebook, the rhythmic clicking a frantic counterpoint to the professor’s increasingly hesitant words. She felt a prickling sensation on her skin, a feeling like tiny needles were pricking her arms and neck. She glanced around the room, seeing the same disbelief and apprehension reflected in her classmates’ faces. The familiar comfort of academia, once a sanctuary, now seemed like a crumbling facade.

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