The YouTube video titled "Grammy's Secret Spice Blend: The Taste of Heaven!" filled Elara with a profound sense of wrongness. There, on screen, was a woman with a suspiciously familiar smile, holding aloft a jar of spices. The labels were different, the name plastered across it was "Celestial Seasonings." Yet, the scent memory that assailed Elara was undeniable. It was the same, her great-grandmother's recipe, the one locked in a dusty notebook, passed down through generations. A wave of nausea churned in her stomach. She slammed the laptop shut.

Her hands shook as she grabbed her phone, dialing her cousin, Martha. "Martha, you need to see this," she rasped, the words catching in her throat. The thought of this concoction being used and sold without her knowledge was deeply unsettling. The room seemed to shrink, the bright sunlight outside now a blinding glare that threatened to overwhelm her.

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