Arthur gripped the steering wheel, his knuckles white. The air conditioning in the car suddenly felt inadequate. He’d driven past this street a hundred times, always avoiding looking. Today, he’d forced himself. The sight that met him was far worse than the imagined specter.

He remembered the feel of the worn wooden steps leading to the porch, the scent of honeysuckle that clung to the air every summer, the way sunlight streamed through the kitchen window in the morning. All of it, vanishing. He couldn't speak, he couldn’t move.

His chest constricted, as if an invisible hand was squeezing the air from his lungs. He wanted to scream, to turn around and run, but instead, he remained rooted, a silent observer to his own devastation.

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