The car ride felt interminably long. Sarah gripped the steering wheel so hard her knuckles were white. Sweat beaded on her forehead despite the air conditioning blasting at full power. She had a dreadful feeling churning in the pit of her stomach, a lead weight threatening to pull her down. She kept replaying the phone call in her mind, her mother’s hesitant voice, the mumbled apology.

As she pulled onto the old street, the familiar houses seemed to shrink, becoming less welcoming. A shudder ran through her. The anticipation was almost unbearable, a tight coil in her chest. She spotted the empty space in the neighbor's yard, and the weight solidified. Her breath hitched.

She killed the engine, the silence amplifying the thrumming in her ears. Her legs felt weak. She had to force herself to unclip the seatbelt.

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