My grandmother’s wrinkled face seemed to have shrunk further, her eyes, usually twinkling with mischief, were wide and shadowed. She held a worn copy of the Torah, her fingers tracing the cover like a lifeline. "I've decided, Miriam," she croaked, her voice trembling. "I'm embracing Islam."

I felt a cold dread creep up my spine, a sensation like icy water poured down my back. The aroma of brisket, usually so comforting, now turned my stomach. The familiar floral wallpaper seemed to pulse, the roses mocking me with their vibrancy. I stared, speechless, unable to find my voice.

My grandmother, usually so quick with a joke, sat ramrod straight, her shoulders rigid. The change in her was profound and sudden. Was this some bizarre joke? A cruel prank? I needed to get out, to breathe. The air in the sunroom felt thick and suffocating.

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