He stared at the paperwork on his desk, his face a mask of disbelief. "Mr. Rodriguez, your transfer to the IT help desk is effective immediately." He read it again, slowly, as if the words themselves might change. His meticulously planned trajectory as a writer was over.

He felt a sudden, sharp pain in his chest. He was a creator, a wordsmith. He understood narratives, not networks. He envisioned himself troubleshooting printers and answering phone calls. His stomach twisted at the thought.

He pictured the incessant ringing of the phones, the demanding users, the technical jargon he wouldn't understand. The mere thought of it made his head spin. He got up from his chair and began to pace his small office. He felt trapped, his dreams crushed under the weight of this new reality.

He found himself fighting back the tears. He had no power.

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