Chef Antoine ran a hand through his thinning hair, the glossy review clutched in his sweaty palm. He'd poured his heart, his life, into "Le Fleur de Sel." To see it eviscerated by the critic's brutal pen felt like a personal attack. His stomach churned. He hadn't eaten all day.

He paced the small, once-proud kitchen. The stainless steel, usually gleaming, now reflected his distorted image, a man deflated. The staff bustled around him, oblivious, chopping, sizzling, a symphony of culinary endeavor he could no longer bear to hear.

His wife, Marie, peeked in, her face etched with concern. "Antoine, are you alright, chéri?" Her voice, usually a comfort, now grated. He forced a smile, a shaky gesture. "Just…busy." He needed to be alone. He needed to *think*.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228