The seconds stretched into an eternity. For Kevin, each tick of time felt like an eternity. He stared at Susan, his coworker, whose normally composed demeanor had completely crumbled. She was breathing shallowly, her eyes darting around the small space. He knew the feeling too well.

He reached for the call button and pressed it repeatedly, the insistent beeping a jarring sound in the silent box. He felt a cold sweat break out on his forehead. The air was getting heavy. He felt a deep unease, like an invisible weight pressing down on his chest.

He needed to be outside. He needed air. He imagined the doors staying shut forever. The thought sent another tremor through him.

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
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244