She chewed on her lip, a habit she'd thought she'd broken years ago, as she watched Mr. Peterson walk up her driveway. The wind rustled the leaves of the offending birch, the sound amplified in the sudden quiet. She gripped the cold metal of the door handle.

Her stomach churned. He was holding a small, brown envelope. She knew what it contained: a proposal, a suggestion, something she didn't want to hear. She took a deep breath, trying to steady herself.

She forced a smile as she opened the door, but it felt brittle and artificial. Her voice sounded thin, almost a whisper. “Good afternoon, Mr. Peterson.” She felt a wave of cold rush over her, despite the warm sun.

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