It was the first time that Michael had ever felt this kind of panic. He ran his clammy hands through his hair, the gesture somehow not alleviating anything. He’d barely spoken to Brenda from marketing before this. Now, they were stuck, the lights flickering ominously. He swallowed hard, a dry, scratchy sensation in his throat.

"Okay," Brenda said, her voice wavering. "Let's...let's not freak out." But Michael knew, he was on the precipice. Each second ticked by, and the silence, punctuated only by the hum of the machine, was a torment. He felt a desperate urge to flee, to break free of these confining metal walls.

He pressed the call button again and again until his finger ached. He was aware his breathing was labored, shallow, rapid. Michael started muttering under his breath, repeating the mantra: β€œget out, get out, get out.” He couldn't stop the tremors that wracked his body.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244