The estate sale. Amelia, browsing through the dusty treasures, stopped cold. She recognized the handwriting. A handwritten letter, tucked away in the back of a drawer. It had been written to her, over fifty years ago, by the one man who had profoundly hurt her. Her throat tightened. She felt as though the air around her thickened.

She slowly picked up the letter, her fingers brushing against the faded ink. The words, filled with regret, told a story she already knew, a story that still echoed in the chambers of her heart. She couldn't read past the first few lines. She dropped the letter, the paper falling like a dead leaf to the floor. She needed to leave. Now.

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