The email shimmered on the screen, the words a blurry, venomous serpent coiling in her stomach. “We regret to inform you…” It repeated in her head, a sickening mantra. She stared at the notification, her breath catching in ragged gasps. The walls of her small apartment seemed to tilt, the familiar posters of astrophysicists now mocking, their faces blurring. She slammed the laptop shut, the metallic clang echoing in the sudden, suffocating silence.

Her hands flew to her mouth, fingers pinching hard at her lips as if to contain a scream. A cold sweat slicked her palms. She sank to the floor, the rough carpet scratching against her skin. The future, once a bright constellation of possibilities, now felt like a vast, empty void.

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