She chewed on her lip, a nervous habit she hadn't indulged in years. The sign on the door of *The Cozy Corner Café* confirmed the dreaded news. Closing. Permanently. A wave of dizziness washed over her. It wasn’t just the food, it was the smell of cinnamon and coffee, the worn wooden tables, the way the sunlight hit the window at lunchtime.

Her hand instinctively went to her pocket, where she always kept a small, smooth stone from a beach near her family home. She squeezed it tightly, the pressure oddly comforting. Then, she walked to a nearby park and sat on a bench, staring blankly at the leaves rustling in the wind.

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