The rain lashed against the windows of the old Victorian house, mirroring the storm raging inside me. We had been children, playing hide-and-seek. The attic, a forbidden realm of dust and shadows, had become my hiding place.

"You remember the doll, don't you?" Liam asked, his voice low, his eyes fixed on some unseen point in the room. He seemed to shrink inwards. I said nothing. The doll. I thought I'd buried that memory deep within me.

I could feel a cold sweat slicking my palms. The silence stretched, taut and agonizing. His question had resurrected the awful sensation, the way my heart had thumped as I saw the doll. It was not a doll, I realized, but the beginning of something.

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