The small, metallic key. It had been hidden in a book on the top shelf, a book he never touched. Emily had found it while cleaning, her usual Friday ritual. She’d known it unlocked something, but she’d never dared to look. Today, curiosity, a dangerous thing, had won.

She'd found the safe, tucked away in the back of the closet, hidden behind a false wall. Inside, a stack of crisp, new bills. A king's ransom. Her breath caught in her throat. The color drained from her face, leaving her feeling hollowed out.

She thought of the years, the sacrifices, the shared struggles. Had he considered her foolish? Naive? She felt a deep, piercing ache, a hollowness that threatened to consume her. She took a step back, the key still clutched in her hand, suddenly feeling like a stranger in her own home.

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