The car ride felt interminable. Sarah gripped the steering wheel so tightly her knuckles were white. Her breath came in shallow, choppy bursts as she drove to her sister's house. The reason? Her niece, Chloe, was drawing a character that was, to put it mildly, unnerving.

The character had been christened, "Whisper." Sarah’s Whisper. Her childhood companion. The one she'd shared every secret with. A chill ran through her.

She pulled into the driveway, the gravel crunching under the tires like a scream. Before she could talk herself out of it, she was out of the car, walking towards the front door. Her feet felt heavy. She rang the doorbell, and the metallic chime echoed the frantic rhythm of her heart.

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