"They're going to what?" Liam repeated, his voice barely a whisper. His wife, bustling in the kitchen, hadn't noticed. The details from the meeting, regarding the renovation, flooded his mind. He began to feel his vision narrowing.

He clutched the edge of the kitchen counter for support, his legs suddenly weak. He pictured the change, the alterations, the loss of character. He felt a profound sense of loss, as if something precious was being ripped away.

He had always found comfort in the predictable routines of their quiet street. Now, everything was about to be altered. The quiet was to be replaced with noise.

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