The notification popped up during her online class, the words chillingly clear. “University to Close.” Anya clicked on the link, her heart pounding a frantic rhythm against her ribs. She was supposed to graduate next semester. This couldn’t be happening.

Her screen blurred, the faces of her classmates and the professor swimming before her eyes. She muted her microphone and camera, unable to even feign attentiveness. She felt trapped, suffocated by the digital space that had once felt so freeing.

She pushed back from her desk, the chair skidding across the floor. Tears streamed down her face, hot and unchecked. She felt a profound sense of isolation, even within the confines of her own home. The world around her had become an unrecognizable landscape.

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