The small, stuffy room felt like a pressure cooker. The manuscript, titled "Echoes of the Past," lay open on the coffee table. The character named "Olivia" was a caricature of her, a grotesque reflection of her flaws and insecurities.

She felt a powerful urge to shatter something, anything. She picked up a ceramic vase, turning it over in her hands, her knuckles white. The air felt thick, difficult to breathe. He had laid her bare for the whole world to see.

Her hands shook. She gently set the vase back down, the sound echoing in the sudden silence. The very air around her felt toxic.

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