The phone slipped from her grasp, clattering to the floor. Clara stared at the email, the words – “re: performance review; assistant manager” – seared into her brain. Her sister, Jessica, had portrayed herself as a successful lawyer for years. And this… this was not what Clara had been led to believe.

Clara sank onto the couch, her legs feeling like lead. A wave of nausea washed over her. She felt betrayed. The sense of… unreality, of things being profoundly out of alignment, settled deep in her bones.

She picked up the phone, her hand shaking. She needed answers. She needed to understand. But right now, the only thing she could manage was to stare at the ceiling, overwhelmed.

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