The accusation hit John like a physical blow. He froze in his seat, the words of the email reverberating in his ears. He felt a hot flush creep up his neck. He quickly glanced around the busy university library, certain that everyone was staring at him. He abruptly shut his laptop, his hands shaking so badly that he dropped his phone.

He grabbed his bag and swiftly began to collect his things, desperately trying to get away from the accusing words. He couldn't think. All he could feel was a crushing sensation in his chest, a sense of overwhelming failure. He wanted to scream into the silence of the library, but the sound was trapped inside 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