The words hung in the air, heavy and suffocating. Mr. Henderson's request – to chop down the ancient oak that straddled their property line – struck a physical blow. A cold dread seeped into Amelia’s bones, and her hands clenched into fists, nails digging into her palms.

"But… the squirrels," she stammered, her voice thin and reedy. Her gaze darted from Mr. Henderson’s bland face to the majestic tree, its branches reaching like supplicating arms towards the sky. The thought of it, felled, splintered, reduced to firewood, twisted in her stomach.

She forced a shaky smile, the muscles in her face refusing to cooperate. “It’s such a… a lovely tree.” The words felt inadequate, hollow, like echoes in a vast emptiness where the oak once stood. Her breath hitched.

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