The email arrived at 3:00 AM, a stark, unwelcome intrusion into his sleep. “Effective immediately.” Just three words. It was from the HR department, confirming the rumours he'd dismissed as ludicrous. Mr. Fitzwilliam, his mentor of twenty years, was gone. The world seemed to shrink, closing in on him. His breath hitched in his chest. He felt a pressure building behind his eyes, a sensation of impending implosion. He sat up, the sheets tangled around his legs, and buried his face in his hands, unable to process what he’d just read.

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