The moving truck had just pulled away, leaving Emily alone with her unpacked boxes. The house felt vast, empty, and strangely silent. She wandered through the rooms, trying to shake off the unsettling atmosphere. The silence felt so intense that it made her ears ring. Her knuckles were white from clenching her hands.

She paused in the basement, a sense of foreboding settling over her. The air was heavy, the shadows long and distorted. She noticed a slight give in the wall behind the water heater, where a section of paneling looked a shade darker, newer, than the rest.

Curiosity won out. She pushed, the panel sliding inward with a soft click. Her stomach lurched. The darkness inside seemed to breathe, and the scent of damp earth and decay filled the air. She quickly shut it back. Her hands felt clumsy, her breath coming in shallow gasps. She didn’t know what to do.

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