The vibrant green space, the backyard she'd once loved, now felt alien. A gaping wound marred the landscape, where her beloved cherry tree used to flourish. The scent of fresh-cut wood filled the air, acrid and unwelcome. Her breath hitched.

She wrapped her arms around herself, as if trying to shield herself from an invisible blow. The memories of sunny days, picnics beneath the canopy, laughter echoing through the branches, rushed back, each one a fresh stab. Her legs felt weak. She wanted to collapse, to disappear.

“How?” she whispered, the question hanging unanswered in the still air.

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