Maya checked the calendar again. September 14th. The day of Liam’s party. And, impossibly, the day of Chloe’s party. A cold sweat slicked her palms. She fumbled with the phone, nearly dropping it as she redialed Chloe’s number. It went straight to voicemail.

Her stomach lurched. She saw the glitter invitations scattered on her desk, both of them vying for attention, now suddenly symbols of impending doom. How could this have happened? How could Chloe, who knew Liam was her best friend, who knew she'd already RSVP’d to his laser tag extravaganza, do this?

The air seemed to thicken around her. She needed to breathe, needed to understand. She grabbed her jacket, the motion jerky and uncontrolled, and rushed out the door, the flimsy paper of the invitations clutched in her trembling hand.

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