I always thought the couple next door were struggling. The worn furniture, the patched-up car. Then, I saw the private security detail escorting them into a gated community. I felt a chill run down my spine.

My stomach twisted into a knot. I wanted to vomit. The world tilted on its axis, and everything familiar felt…foreign. I didn’t know what to do.

I sat in my chair, staring out the window, unable to move. Every passing car, every rustle of leaves, sounded like a threat. The quiet of the street felt like a trap, and I was sure I was its prey.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309