The news broke during the weekly team meeting. Jennifer felt a chill run through her, despite the stuffy conference room. The presenter’s voice faded into a distant drone. All the projects, the budgets, the future timelines—suddenly meaningless.

Her palms began to sweat. She stared at her hands, unable to make sense of them. Her throat constricted, making it difficult to breathe. The air felt heavy, thick with the unspoken fear of her colleagues. A wave of dizziness washed over her.

She abruptly stood, knocking her chair backward with a loud crash. She rushed out of the room, needing to be anywhere but there.

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