The world tilted precariously on its axis. Michael stared at the announcement on the departmental website: Dr. Ito: Departing for a Senior Research Role. A cold sweat erupted across his skin. His carefully constructed research timeline, the foundation of his entire graduate career, crumbled into dust before his eyes.

He felt a wave of dizziness, and for a moment, he thought he might faint. He gripped the edge of his desk, trying to steady himself. The cheerful chatter of his colleagues in the hallway grated on his nerves.

He felt like he was falling, plummeting into a bottomless abyss. The weight of his unfinished thesis settled on his shoulders, a crushing burden. He needed to escape, to run, but his legs felt like lead.

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