A sharp pain, like a physical blow, struck Amelia when she heard the familiar, rhythmic phrases echoing from the garden. Liam, her husband, had always been so indifferent to her roots, to her culture. She had accepted that, built her life around it. And now... he was mimicking the language of her ancestors.

She found him amongst the roses, a small notepad clutched in his hand, his brow furrowed in concentration. He was practicing, attempting to get the intonation right. He looked up, a placid smile on his face, and began to speak to her in broken, overly enthusiastic phrases.

She took a step back, as if physically repulsed. The beauty of the garden, the scent of the roses, all became tainted by the foreign sounds. She turned and fled back into the house, slamming the door.

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