The wind howled outside, mirroring the storm brewing inside him. The words, scrawled in a frantic hand, detailed a series of escalating threats. His palms were slick. His breathing was shallow and erratic.

"I am coming," the letter concluded. He had to stop reading. He should have stopped.

He threw the book across the room, it hitting the wall. Every shadow seemed to move, every creak in the house sounded like a footstep. He imagined someone watching him, someone close by. He had to run. He had to hide.

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