The temperature in the room had suddenly become intolerable. The air felt heavy, and the scent of the office cleaner, usually a familiar comfort, now seemed cloying and artificial. He found himself avoiding eye contact with David, his replacement.

Each task, each piece of instruction, felt like a painful relinquishment of control. He watched as David, with unnerving speed, absorbed the information. The feeling was akin to being present at his own funeral.

He felt his jaw clench, trying to keep his composure. He busied himself with the mundane tasks, anything to avoid the inevitable. The thought of losing his job, after all his years felt like the end.

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