The surveyor's flag, a bright orange beacon of impending doom, flapped in the breeze. A coldness spread through him, a sensation of being physically constricted. The fence would mark the end of his quiet mornings, of the unspoken camaraderie of shared garden space.

He felt the blood drain from his face as he observed the man measuring the property lines. Each click of the measuring tape felt like a nail in his coffin. He wanted to shout, to run, to stop the process.

He watched the surveyor disappear in the distance, his hands clenching into fists. The idea of the fence felt like a tangible weight pressing on his chest, threatening to crush him. He stumbled back inside, his legs shaking.

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