Maya’s jaw dropped. The figure standing at the bus stop, fiddling with their phone, was Alex. Alex, from the gaming forum, the guy she’d spent hours strategizing with, the person who made her feel less alone. He'd always claimed to be "somewhere in the Midwest."

A wave of heat washed over her, and she felt rooted to the spot. Her carefully crafted online persona felt exposed, vulnerable. She’d spent so long pretending to be confident and cool, and now, here he was, in her very mundane reality.

She took a step backwards, almost tripping over her backpack. He glanced up, their eyes met, and he gave a small, hesitant wave.

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