The image slammed into Clara’s mind – the chain saw, the screech, the sudden emptiness. Her face drained of color. She felt a profound and sudden need to sit down. She backed away from the fence, the polite conversation with Mrs. Gable dissolving into a meaningless hum in her ears.

Her legs wobbled. Her vision tunneled, the vibrant green of the grass and the sunny blue of the sky becoming distant and unreal. The thought of the vibrant, life-filled tree being brought down, a lifeless stump, made her want to scream.

"I… I need a moment," she managed to squeak, turning away. She stumbled towards her back door, the key fumbling in her trembling hand. She needed to be inside. Away from this suggestion of obliteration.

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