The inheritance paperwork sat on the desk, the words blurring before Maya's eyes. It was the name, the new name, that kept returning to the forefront of her mind: her half-brother’s. A sibling, unknown until now. A total stranger, yet now a part of her life.

She pushed back from the desk, unable to concentrate. The room felt smaller, the air thicker. She walked over to the window, staring out at the familiar cityscape, which now seemed alien and foreboding. The thought of this man… it felt like an intrusion, a violation of the safe space she'd carefully built for herself. The world was now a place she did not recognize.

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