He found the notice while taking out the trash. The crisp, official lettering felt like a personal insult. He stood there, frozen, the overflowing bin clutched in his hands, staring at the words that shattered his peace.

He returned to his apartment, the key fumbling in the lock. The familiar scent of old books and brewing coffee usually calmed him, but today, it felt like an attack. He dropped onto his couch, the springs creaking in protest, the sound grating on his nerves.

His gaze flickered over his belongings, his collection of records, his well-worn armchair, now all under a shadow of uncertainty. He felt a deep, hollow ache in his chest, as if something vital had been ripped away.

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