“I can’t believe you’re here!” Leo blurted, staring at the woman who’d been his online confidante for the past year. Her screen name was 'LiteraryLioness'. They’d bonded over a shared love of obscure poetry. He thought she lived in Europe.

He felt the blood drain from his face. His carefully curated online world and his real life had just collided in a way he hadn't anticipated. He felt a weird, unsettling lightness.

She smiled back, a genuine, warm smile. “Small world, huh?” she said, her voice filled with amusement. He suddenly became very aware of the scuffed boots and mismatched socks he was wearing.

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