Clara drummed her fingers against the steering wheel, the staccato rhythm echoing the frantic beat of her heart. She hadn’t slept well for weeks, plagued by disjointed dreams of crumbling walls and empty rooms. Now, here she was, parked at the curb, watching the backhoe bite into the brick of her childhood home. A fine tremor ran through her arms.

The air felt thick, heavy, as though pressing down on her chest. She gripped the steering wheel so hard her knuckles were white. Her gaze was fixed on the gabled roof, where, as a child, she had imagined dragons nested.

"It's just a building," she muttered, the words sounding hollow even to her own ears. But the lump in her throat told a different story.

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