The bus rumbled along, the engine a monotonous drone. She was staring out the window, lost in thought, when she noticed the woman across the aisle was clutching her hands together. Her expression was utterly blank. The woman’s eyes were bloodshot, and she seemed to be fighting back tears. When they made eye contact, the woman blinked slowly, then gave a tiny, almost imperceptible nod. They both had *Hereditary Hemorrhagic Telangiectasia* – a rare condition that causes blood vessels to form abnormally.

"You have it, too?" Sarah said, after a few minutes of agonizing silence. Her voice sounded thin, unfamiliar to her own ears.

The other woman nodded again, her gaze shifting to the floor. The bus swayed, and for a moment, they were the only two people in the world.

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