It had been a mistake, a terrible, terrible mistake. He reread the notice. The words seemed to jump off the page, each letter a sharp stab. His throat constricted as tears threatened to spill. He quickly looked away, ashamed.

He felt a deep tremor in his legs. The weight of the situation threatened to crush him. He stumbled over to a chair and sat heavily. He felt lightheaded, as if the room was spinning.

The world had shifted beneath his feet, and he no longer knew which way was up. His carefully constructed life was unraveling, thread by thread. He squeezed his eyes shut.

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