"You're going to be a defensive lineman." Michael’s mouth went dry. He was a wide receiver, renowned for his speed, and now he was supposed to put his hand on the dirt and try to stop other giants? His skin prickled. The football field, once a place of joy, now seemed threatening.

He blinked rapidly, trying to clear his vision. The thought of the physical brutality, the constant contact, was repellent. He envisioned himself being flattened, humiliated.

His legs felt unsteady. He wanted to run, to escape. He struggled to find his voice. He could not. It felt as if he was drowning.

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