The news arrived via a phone call, a crisp, professional voice delivering the devastating blow. She hung up, the words still ringing in her ears, a relentless echo. Her legs buckled, and she sank to the floor, her back against the cool wall.

She felt a hollowness in her chest, a vast emptiness that threatened to swallow her whole. The apartment around her, usually a sanctuary of warmth and comfort, seemed cold and sterile. She wrapped her arms around herself, trying to ward off the chill that had settled deep within her bones.

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