Sarah froze mid-sentence, the words dying in her throat. The vibrant energy of the reception faded, replaced by a peculiar ringing in her ears. Across the room, Liam stood near the buffet table, impeccably dressed. He was talking to Emily's mother, his smile as dazzling as she remembered. He seemed to have hardly aged.

Her heart hammered against her ribs, a frantic drumbeat against the silence. She gripped her clutch so tightly, her knuckles a painful white. She needed air, suddenly. It felt like she was suffocating in the noise and laughter.

“Excuse me,” she muttered to her companion, abandoning the conversation mid-stream. She needed to escape, to find somewhere, anywhere, where she could breathe.

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