The chill wind whipped around Sarah, cutting through her thin jacket. The demolition crew had already started, the sound of metal against metal echoing in the empty street. Her knees felt weak, threatening to buckle beneath her. She felt a burning ache behind her eyes, the tears threatening to spill over.

She had spent countless hours in that house, dreaming and growing. The thought of it ceasing to exist felt like a betrayal. The air was thick with the scent of pine and dirt, a scent that always reminded her of her parents. That smell was now tainted by this moment.

She covered her mouth with her hand, fighting back a wave of nausea. She wanted to scream, to bargain, to somehow make this moment disappear.

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