The antique shop was dimly lit, the air thick with the scent of old paper and dust. He'd been admiring a particularly intricate clockwork bird when the shopkeeper, a woman with a surprisingly vibrant smile, mentioned she, too, had *Werner syndrome*. The information seemed to hit Leo like a physical blow. He staggered backwards, nearly knocking over a display case.

His hand flew to his chest. *Werner syndrome*. Premature aging. The words echoed in his head, a horrifying litany of the future. He couldn’t speak, couldn't breathe. Everything around him blurred. He felt an intense need to escape. The shopkeeper, seeing his reaction, rushed forward, her smile fading into concern.

“Are you alright, dear?” she asked, her voice soft but insistent.

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