The air grew thin as she hauled herself up into the attic. Cobwebs brushed her face, and she swatted them away impatiently, intent on finding the Christmas decorations. Then she saw it: a box marked 'Personal.' Its lid was slightly ajar.

She froze. The hairs on the back of her neck stood at attention. A morbid curiosity warred with an overwhelming sense of dread. She knelt slowly, peering into the box.

Inside, nestled amongst yellowed tissue paper, was a collection of dolls. Porcelain dolls. Each one with a vacant, unsettling gaze. Her breath hitched. She slammed the lid shut. She wanted nothing to do with this.

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