The dinner party had been a disaster from the start. Aunt Carol’s overly enthusiastic pronouncements on the benefits of raw food, Uncle George’s incessant jokes, and the general cacophony of voices. Then, amidst the clinking of champagne flutes, my cousin, Emily, announced she was leaving everything behind to join a Hare Krishna commune.

A sudden, dizzying wave of nausea washed over me. I felt the color drain from my face, a cold sweat breaking out on my forehead. The meticulously prepared meal, the centerpiece of the evening, suddenly looked repulsive, the colorful vegetables and carefully roasted meats a mockery of the situation.

I wanted to run, to escape the suffocating closeness of the room, the judgmental stares of the gathered relatives. I felt a frantic need to breathe, to find some semblance of normalcy, but I was utterly paralyzed. My hands were shaking, and I could feel my pulse hammering in my temples.

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