He was halfway through a sandwich when the message arrived. It was in an email, and it was so matter-of-fact that it felt even more jarring. His appetite vanished instantly. He took a bite of the sandwich, and the bland taste made him feel sick.

He set the sandwich back down. He felt a sudden, sharp pain in his chest, as if a weight had been placed upon him. He closed his eyes, and fought down a wave of nausea. He took a slow breath, then another, trying to regain some control over his body, over his mind, over his suddenly fragile existence.

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