The aroma of freshly brewed coffee, usually a comfort, now felt sickly sweet in the sterile atmosphere of the coach's office. Coach Riley swallowed hard, the lump in his throat making it difficult to speak. He looked up at Maria, her face a swirl of anticipation and excitement. He felt the blood drain from his own face.

He had dreaded this moment for weeks. He'd tried everything, looking for a loophole, a way out. But the decision was final. He took a deep breath.

Maria’s smile wavered, her initial hope slowly fading as the words hung in the air. Her knuckles, clenched tightly, were white. She took a step back, as if physically recoiling. The silence that followed was broken only by the hum of the old refrigerator.

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