A shiver traced down Elena's spine. She was tidying up the bedroom when she heard it. Her partner, Mark, was in the bathroom, humming along to some music. The music was nothing out of the ordinary, but there was a strange inflection to the tune.

She followed the sound and listened at the door. He was singing, but the words were foreign. She pressed her ear closer, and realized he was not just singing, but attempting to sing in her mother tongue.

Her hands clenched into fists. She didn't want him to understand this facet of her, which was so personal and important to her. She wanted to remain independent with it.

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