He’d known, of course. A creeping dread had settled in his stomach weeks ago, a nagging premonition. But to see it confirmed, the formal letter lying on his desk… it was different. John ran a hand through his hair, the gesture a desperate attempt to bring order to the chaos.

He felt a sudden, almost overwhelming urge to flee. To pack a bag, to get in his car, to just drive. Anywhere. He stood, pacing the small apartment, his movements jerky and erratic. The silence was deafening, amplified by the frantic hammering of his heart.

He grabbed his jacket, his hands fumbling with the zipper. He stared at the closed door, a gateway to a world he no longer understood. He took a deep, shuddering breath, then another, struggling to regain control.

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