He stared at the sign taped to the window, the bold letters screaming the inevitable. "Closed." His legs gave out beneath him, and he sank to the ground, his back against the cold glass. His throat felt tight.

He closed his eyes, remembering the countless meals, the laughter, the feeling of ease he always found at "The Hungry Bear." His chest ached. He wished he could rewind time.

A single tear escaped, tracing a path down his cheek. He felt like an important part of him had just been ripped away. A terrible emptiness threatened to swallow him whole.

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