The glass of water on his desk trembled in his hand. Alex read the company memo again, the words a taunt. "Ms. Evans, your reassignment to the cafeteria staff is effective…" He couldn't finish reading. He, a successful accountant, reduced to serving lunches? The very notion seemed ludicrous.

His stomach churned. He had spent years in a world of numbers, strategy and finance. He pictured himself in a hairnet, dealing with food and trays and demanding customers. The very thought of it sent a cold shiver down his spine.

He felt a wave of nausea wash over him. His carefully constructed life, the prestige, the position…all gone. He looked at his reflection in the water, his face pale, his eyes wide with a sense of utter bewilderment. He felt an intense, almost physical, ache.

He couldn’t speak, couldn’t think. He felt completely paralyzed.

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