The presentation slides swam before Ben’s eyes. He'd rehearsed this pitch a hundred times, but now, he could barely remember his name. He ran a hand through his hair, dislodging a strand that fell across his forehead. He didn't bother to brush it away.

His throat constricted as if an invisible hand was squeezing it. He wanted to run, to escape the suffocating heat of the room. The faces of the board members blurred, and their words sounded distant.

He clutched the edge of the podium, his knuckles white. The words he’d prepared seemed foreign and flat. He felt a desperate urge to be somewhere else. Anywhere else.

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