The discovery was a slow burn, a creeping realization as she uncovered the history of the house. The stories, the rumors, the finally, the confirmation. Her breath hitched, catching in her throat. She had bought a place of death.

She found herself avoiding the cellar, the air in there suddenly heavy and cold. She spent more and more time outside, gardening, anything to keep her mind busy.

The past, once a distant abstraction, became a menacing presence, a shadow hanging over everything. She looked at her hands, the hands that had touched the walls, the furniture.

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