"Oh, dear God," whispered Sarah, clutching the curtains. The sheer fabric felt cold and clammy against her skin. Her breath hitched in her throat, catching like a broken record.

The branches of the weeping willow, once a symbol of serene grace, now lay sprawled across Mr. Gable's prized koi pond, a scene of absolute devastation. The water, once shimmering and clear, was now a muddy brown.

A cold tremor ran through her, leaving gooseflesh in its wake. She had known the tree was old, but she had never anticipated this. Her hands trembled as she reached for a glass of water, spilling half of it.

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