I hated being alone in the house. The shadows seemed to lengthen, to shift, to take on new forms when the sun went down. The air felt charged, as if a storm were brewing. My stomach felt like a knot. I kept checking the locks, even though I knew I was safe.

It was in the guest bedroom that I saw it. A section of the closet wall seemed slightly different, the paint a shade off, the seam not quite flush. I pressed on it. The wall swung inward, revealing a dark room. My knees nearly gave out.

The darkness felt alive, and the air grew instantly cold. I stumbled back, my heart hammering against my chest. I couldn't breathe. I shut the wall immediately, but the memory of that darkness would likely stay with me forever.

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