The printer spat out the offending review, the paper curling at the edges, a visual representation of how Thomas felt inside. He looked at the words, the harsh judgements, and then at the staff in the kitchen, their faces a mix of anxiety and curiosity. He had failed them. He felt a deep, profound sense of helplessness.

He wanted to scream, to lash out, but he simply couldn't. His jaw was locked. He watched as his sous chef came over, and started to offer words of comfort. Thomas just wanted to be alone.

He turned his back on the kitchen, walked into the pantry, slammed the door, and sank to his knees, his shoulders shaking. The cool, quiet room offered no solace, only a stark reminder of his failure.

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