“The bonfire… it was so bright,” she said, her voice unsteady, as we stood in the ruins of the place where it used to be. The charred remains of the fire pit lay cold and dead. A few crows circled the skeletal trees above. I tried to focus, to recall a warm, jovial scene.

I swallowed, the act a struggle. The bonfire had been a celebration. But the heat I remembered was not the warmth of the flames. It was something else. A burning. A consuming feeling, a threat.

"You remember the man, then?" Her words hit me like a physical blow. The man. The man in the shadows. The one I had tried to forget. I felt a familiar shiver race down my spine. I took a step away, but the ground seemed to be moving beneath my feet.

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