She saw the stakes first, stark white lines stabbing into the lush green lawn. Then, the realization dawned: a fence. A solid, concrete barrier, separating her from the world. Her pulse hammered in her ears. She felt a wave of nausea wash over her.

She stumbled backwards, her legs feeling like jelly. The vast, open space of her backyard, the expanse of sky above, suddenly felt suffocating, claustrophobic. She envisioned the relentless monotony of a grey, unyielding wall.

"No," she whispered, the word barely audible. The thought of losing her privacy, her freedom, her sense of peace – it felt like a violation. She had to stop this. Grabbing her phone, her fingers fumbled as she dialed her lawyer’s number.

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