The clinking of tools in the neighbor's yard had been going on for hours. It grated on her senses. She kept glancing at the clock, each second stretching into an eternity.

She pulled the curtains open slightly, peering through the glass. Her neighbor, Mr. Harrison, was gesturing towards the massive willow tree that leaned over the property line. She felt a cold dread settle in her bones.

Her fingers fidgeted with the hem of her sweater. She should go outside, she knew. She should be polite. But the thought of confronting him – of the confrontation itself – made her want to retreat and hide.

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