The attic was a labyrinth of forgotten treasures. John sifted through a trunk, his heart pounding. The letter was tucked inside a worn Bible. His father's resignation from the church.

John had always believed in his father's unwavering faith, in his devotion to the community. The letter, however, spoke of disillusionment, of a crisis of faith, of the crushing weight of hypocrisy he had witnessed.

John backed away from the trunk, his mind reeling. The air in the attic felt thick, stifling. He felt a profound sense of loss, as if he'd lost his father all over again.

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