The news hit me like a physical blow. My father, a stoic man of routine and tradition, announced, without preamble, that he was leaving the Catholic Church for Scientology. I felt a wave of disorientation, like falling through a trapdoor. The meticulously organized library, the place I sought refuge and comfort, now felt like a prison.

My vision blurred. I struggled to swallow, my throat suddenly tight. I wanted to scream, to lash out, but the words wouldn't come. I simply stared at him, the man who had always been my rock, and saw… a stranger.

His face was flushed, his eyes bright with a strange, unnerving zeal. The familiar scent of his pipe tobacco filled the air, but even that offered no solace. The books around me, once sources of knowledge and solace, now seemed to leer at me with the silent promise of an unfamiliar, unsettling fate.

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