The steel doors slammed shut with a finality that made Amelia's stomach lurch. She’d been halfway in, juggling a stack of files. Now, trapped with Mark from accounting. His casual "Well, this is just great," didn't help. A bead of sweat traced a path down her temple. She fiddled with the "Call" button, jabbing it repeatedly. Nothing. Her breath hitched in her chest. This was a disaster.

Mark began whistling a jaunty tune, a sound Amelia found profoundly irritating. She took a step back, bumping into the mirrored wall. The reflection offered no comfort, just a wide-eyed woman whose face was rapidly losing color. Her carefully applied lipstick felt suddenly absurd.

"We should probably try to stay calm," Mark said, his voice a little too loud. He leaned against the back wall, arms crossed. Amelia, on the other hand, was pacing. Each circuit of the tiny box amplified her distress. The air, thick and stale, seemed to press down on her.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244