“How?” he finally rasped, the word barely audible. The biographer, a thin man with unnervingly bright eyes, simply smiled. The man didn't flinch. He just spoke, without any real expression. "It was quite a process." He kept trying to look away, but the man had some magnetic effect.

Every muscle in his body felt tense, as though he was bracing for an impact. He couldn't speak. He couldn't breathe. His eyes darted around the room, as if seeking an escape route. He felt like a mouse caught in a maze, with no exit in sight. He just wanted to leave.

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