The clipboard felt like it weighed a ton in Coach Miller's hand. He swallowed, the lump in his throat making it hard to speak. Across the worn wooden table, stood Ben, his star pitcher, face beaming with anticipation. He'd been sure to make the team this year. Coach Miller cleared his throat, the sound echoing unnaturally in the small office. "Ben," he began, his voice gravelly, "I... I need to tell you something." He couldn't quite meet the boy's gaze, studying instead the worn grain of the table.

Ben's smile faltered, a shadow passing over his features. The coach watched the realization dawn. The boy's shoulders slumped. He opened his mouth, but no sound came out. Coach Miller reached out a hand, then retracted it, feeling suddenly exposed. The silence stretched, thick and suffocating, punctuated only by the distant thud of a baseball hitting a mitt on the practice field.

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