“Now, about this crucial client….” He trailed off, his voice catching in his throat. He glanced at the document, the words blurring before his eyes. His skin prickled with a cold sensation that spread from his fingertips to his toes.

He kept glancing out the window. The world outside seemed so bright, so full of possibilities. He felt trapped, tethered to this desk, this chair, this job he was soon to lose. He fought back the urge to flee.

He watched the new recruit, his replacement, making notes. His breath hitched as the other man spoke, offering a casual suggestion. He saw his own job, his own existence, being erased right before his eyes.

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