The glossy magazine, "The Admissions Insider," lay on Emily’s coffee table. She flipped through it, idly, until she saw it - her essay. It was titled, “Overcoming Obstacles,” and her heart sank.

She felt a tightening in her chest. She had poured her heart into that essay, the story of her family's struggles. Now, her most private grief was being presented as a success story, a testament to her resilience.

She felt a wave of dizziness. She gripped the edge of the coffee table, needing to steady herself. The feeling was a tight knot in the pit of her stomach. She felt the blood rush to her face.

Emily wanted to scream, to tear the magazine apart. The feeling was a sick, sinking feeling. She pictured her relatives reading it, analyzing her life. The pain of the past was now a public display. She needed to leave the room.

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