The attic’s darkness pressed in. Sarah shivered, despite the oppressive heat. She’d found the expected boxes, the remnants of someone else’s life, but one item stood out. A collection of porcelain masks, staring blankly from a shelf.

Their painted smiles were unsettling, their eyes devoid of expression. She edged closer, her breath catching in her throat. She felt an urgent need to leave, to get away from these silent watchers.

She backed away slowly, her eyes locked on the masks. She could feel a coldness emanating from them, a feeling of being observed, judged. She turned and fled, the masks' empty gazes burning into her back.

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