Chef Anya, usually vibrant and energetic, felt her usual buoyancy evaporate. The critic's pronouncements, a savage demolition of her years of work, resonated in her mind. Her chest felt tight, her breathing shallow.

She walked through the kitchen, the once-familiar sounds of chopping and sizzling now grating on her nerves. The staff, normally a source of pride, seemed to be avoiding her gaze. She could almost feel their pity.

She sat heavily at a table, her hands clenched on the tablecloth. The thought of facing the next service, of having to pretend, of smiling through the humiliation, was almost unbearable.

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