The sun was setting, casting long, distorted shadows across the overgrown lawn. The house loomed, a dark, silent monolith. "This is going to be a lot of work," Ben said, stretching and yawning. His sister, Carol, stood rigid, her arms crossed.

He seemed unfazed, oblivious. She, on the other hand, felt the weight of the past pressing down on her. Every window seemed to hold a memory, every shadow a phantom. The house felt like a physical entity, a repository of unspoken truths, of secrets best left buried.

He was already planning repairs, renovations. Carol couldn’t process it. She was still reeling from the funeral, from the finality of it all. The thought of changing anything, of disrupting the stillness, felt like a betrayal. She felt a growing, desperate urge to flee, to escape the suffocating presence of the house. "Ben," she said, her voice thin, “I… I can’t.”

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