“Impossible,” Lila whispered, staring at the screen. The familiar address, the familiar layout – but different. It was… different. She felt a pressure building behind her temples, a dull ache that intensified with each passing second.

She scrolled through the photos, each one a stark reminder of the passage of time. The overgrown garden, where she spent countless summer afternoons, now perfectly manicured. The new appliances, the polished surfaces… It felt like a deliberate act of erasure.

She gripped the edge of her desk, her knuckles whitening. She felt a profound sense of loss, a bottomless pit of despair. She wanted to go back. She wanted to reclaim what was hers.

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