"But…but that's impossible," James stammered, his voice barely audible above the general airport din. The ticket agent’s bland expression was a stark contrast to the turmoil brewing inside him. He was meant to be on that flight. His fiancé was waiting for him, and now... now this.

He gripped the counter, his knuckles white. The blood drained from his face, leaving him feeling lightheaded and weak. He imagined his fiancé, alone, wondering where he was. The thought created a hollowness within him. He felt an overwhelming urge to run, to scream, to somehow force the situation to rectify itself.

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