He’d come to the support group for patients with *Porphyria variegata*. She, too, had been diagnosed with it at the age of five. He couldn't believe his ears. Her name was Clara. Her face was a mask of disbelief as she took a seat opposite him in the drab community hall. The overhead lights felt like they were pressing down on him. Each person in the room could be a kindred spirit...or an imposter.

“You… you have it, too?” he asked, his voice barely a whisper. His fingers were suddenly clammy. The way her eyes darted back and forth… it mirrored his own movements. He knew he didn't imagine her fear.

Clara just nodded, her lips pressed into a tight line. A tremor ran through her, visible even from across the room. She looked ready to bolt.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255