"Oh, sweetie, look!" Maya's mother beamed, holding up a faded, crayon-covered self-portrait. Maya’s stomach lurched. She stared at the image, her face mirroring a mix of bewilderment and something else, something akin to a gut punch.

The basement was cool and damp, the air thick with the smell of mildew. But the physical environment was nothing compared to the emotional climate she found herself in. She had no idea her mom had saved this. Or all of it. A mountain of it. Math tests. Book reports. Science projects. Every scribble and drawing from her childhood, all meticulously kept, all on display. A rising tide of nausea threatened to overwhelm her.

She mumbled a hasty excuse, desperate to flee. The basement seemed to shrink, the walls closing in. The crayon drawing felt like a brand, etching itself into her very soul.

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