The elevator doors opened, and Marcus was immediately confronted with the unsettling sound. He’d been rehearsing his sales pitch in his head, mentally preparing for a grueling meeting. Now, the smooth flow of his routine was shattered. His wife, Sarah, was talking on the phone in a language he didn't recognise.

He entered their apartment, and Sarah, mid-conversation, quickly switched to English. She looked flustered. He followed her into the bedroom, his eyes searching her face. He felt like he’d stumbled upon a secret, a private space she'd kept hidden from him.

“Who was that?” he asked, his voice tighter than he intended.

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