My stomach lurched as I watched the construction crew arrive. It was like they were a pack of wolves, circling. The chain saw, even before it was started, already whined in my ears.

The blueprints, clutched in my sweaty palm, seemed to bleed into the sunlight. I had begged them to shift the fence, just a little. A small concession. But their faces remained impassive. Unyielding.

I backed away slowly, the knot in my stomach tightening with each step. My hands, cold and clammy, fumbled for my phone. There was no one who could protect me. No one who understood.

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