The invitation sat on her kitchen counter, a pristine white rectangle taunting her. Her fingers drummed a frantic rhythm against the granite. She'd been invited to the Millers' annual summer soirée, an event she'd always politely declined. Now, after seeing the Millers' new yacht, she felt a peculiar tightness in her chest.

She smoothed down her old sundress, a garment she'd deemed perfectly acceptable for the neighborhood potluck just last week. Her eyes darted around her modest apartment, taking in the chipped paint and the worn furniture. Suddenly, everything felt insufficient.

"Well," she muttered to herself, her voice a little breathless, "I guess I should go." The prospect of mingling with people who casually owned multi-million dollar boats filled her with a subtle dread.

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