"So, you're doing the speech?" his brother asked, leaning against the kitchen counter, casually confident. He'd always had that. The inherent ease. The ability to command a room. The request felt like a personal challenge, a test he was bound to fail.

He just nodded, a noncommittal grunt escaping his lips. He could feel a knot forming in his stomach, a tight, unpleasant ball of dread. He glanced at the clock on the microwave; time was marching relentlessly onward.

He imagined the sea of faces, the silence hanging in the air as he fumbled for the right words. He knew the pressure. He felt the weight of expectation, crushing him.

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