The aroma of lavender potpourri usually calmed Emily, but now it assaulted her senses. Her mother had transformed the guest room into a museum of her past. Every assignment, every test, every scribbled note, was here, meticulously filed and cataloged.

She picked up a drawing of a lopsided house from first grade. She remembered how hard she’d tried, how proud she’d been. Now, it felt like a public shaming. A wave of nausea washed over her. She felt exposed, vulnerable.

She backed away slowly, her eyes darting around the room, searching for an exit. The room seemed to spin, the walls closing in. She stumbled, nearly tripping over a stack of art projects. Her breath hitched. The door, the escape, felt miles away.

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