The seaside pier, bathed in the soft glow of the setting sun, was where they had spent countless childhood afternoons. Now, standing across from him, Sarah was a stranger.

“Sarah?” he whispered, the salty air catching in his throat. “It’s Michael. We built sandcastles here every summer.”

Sarah smiled politely. “I’m sorry, I don’t think I know you.” she replied.

He felt the blood drain from his face. The familiar sights and sounds of the pier seemed to distort, as if viewed through a cracked lens. His vision swam and he took a deep, shuddering breath.

The ocean breeze felt like a cold hand on his skin.

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