I stared at the paperwork, a cold sweat breaking out on my forehead. My self-healing bandages, the product of countless nights in the lab, a potential medical breakthrough, were already… patented. The audacity of it. I felt a tightening in my throat, a pressure that made it hard to breathe.

My hands flew up, clenching into fists. I felt a surge of adrenaline, a frantic energy coursing through me. This couldn't be happening. I paced the room, my mind racing, desperately searching for a loophole, a flaw, anything.

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