The hum of the coffee shop felt deafening to Chloe as she read. "Chloe Bellweather: The Accidental Odyssey." She'd been drawn to the book like a moth to a flame, a bizarre impulse that drove her into the shop and right to the back. Her fingers trembled as she held the pages, the paper thin and fragile. The story was her life, but not as she knew it. The words felt alien, yet strangely familiar.

A cold sweat slicked her skin. Her breaths came in short, shallow pants. The clatter of cups, the murmur of conversations, all seemed distant, muted. She felt a profound sense of disorientation, as if she were lost in a labyrinth. She couldn't focus. She closed the book, her hands shaking, and grabbed her coat, ready to flee.

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