The news hit Ben like a sucker punch. He was a swimmer, specializing in the butterfly. To be told he had to train in the backstroke was a violation. His lungs squeezed, and he struggled to breathe. He stared at the blue water, now a treacherous expanse.

The chlorine suddenly burned his eyes. He pictured himself, awkward and slow, trailing behind the others. The idea was demeaning. He’d spent years perfecting his technique, honing his craft.

He ran a hand through his wet hair, feeling the sting of the water on his skin. He wanted to escape, to disappear. This was his passion, his identity, and it was being taken away. He felt like his whole world was collapsing.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244