The aroma of freshly baked cookies filled the air, a scent that usually brought warmth and joy. Today, it only served to amplify the bitter sting of the news. A phone call, a brief explanation, and the carefully crafted plan was kaput. A sickness churned in her stomach.

She walked from room to room, the decorations she'd painstakingly put up now mocking her efforts. She ran a hand over the star-shaped balloons, deflated and dull. She felt a burning sensation in her eyes, but refused to let the tears fall.

She sat heavily on the stairs, her back against the wall, the silence of the house suddenly deafening. Her hands clenched into fists, the nails digging into her palms.

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