Agnes’s hands trembled as she clutched the newspaper. The headline screamed about the "Sensational Soufflé Surprise" at Le Fleur’s, the city's most exclusive restaurant. Her soufflé! The one she’d perfected, the one she’d shared with the village baking group, the one she'd poured her heart into for years. Now, it was famous, under someone else's name.

She felt a coldness creep into her chest, like ice water was spreading through her veins. A bead of sweat trickled down her temple. She reread the description, the ingredients, the precise baking time. It was hers. Every detail was meticulously, painfully familiar.

Suddenly, her appetite vanished. She pushed aside her unfinished tea and stood abruptly, the chair scraping against the floor. She needed air, needed to walk, needed to do anything to quell the disquiet churning inside her.

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