He stared at the small, cluttered bedroom, once his sanctuary, now a suffocating prison. His heart hammered in his chest. A photograph of him as a teenager, wearing a goofy grin, hung above the bed. The weight of his past, his mistakes, pressed down on him, making it hard to take a breath. "Dinner will be ready soon, Michael!" His mother’s call echoed through the house.

He forced himself to unpack a box of clothes, his hands moving slowly. He could feel his father’s eyes on him. The judgment, the disappointment, the silent recriminations. Each item he pulled from the box intensified his feeling of discomfort, as if each piece was a reminder of all he had lost. He felt trapped.

He had to get out, he just didn't know how.

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