It wasn’t until they were both seated at the same table in the support group that the full weight of the situation landed on her. The meeting was about *Congenital Erythropoietic Porphyria.* Each person's face was a study in empathy and understanding. When it was his turn to speak, John described his symptoms, the sensitivity to light, the discolored teeth. She’d known for years what it was like.

When she introduced herself, she saw his eyes widen. His jaw dropped. "But… you’re…"

She finished the sentence for him. “…you are too.”

She felt an overwhelming urge to run, to escape the suffocating presence of this shared, impossible reality.

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