The house seemed to mock her. Each creak, each rustle, amplified the unease that had settled in her core. Maria couldn't find peace. She kept checking the locks, the windows, convinced she was forgetting something, that something was amiss. The settling of the house felt sinister.

It was during a late-night wander through the kitchen that she saw it. A dark rectangle on the pantry wall. The other side of what looked like a thin pane of drywall was flush against the wall, but this one looked different. She ran her fingers across the surface, a tremor of apprehension running through her.

The pane gave way. Dark. Cold. An opening. She quickly slammed the door shut, her hands shaking. She took a deep breath, trying to calm herself, but the image of that darkness was seared into her mind.

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