The press release. That's all it took. Sarah felt a cold dread creep into the pit of her stomach, like a serpent coiling itself around her insides. Her carefully organized desk, a testament to her dedication, seemed suddenly worthless. All those years, building her career… for what?

A sudden, dizzying lightheadedness washed over her. She gripped her chair for support, her vision blurring at the edges. The room tilted. This couldn't be happening. She squeezed her eyes shut, wishing she could simply make it all disappear.

She wanted to scream, but the sound was trapped, lodged in her throat.

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