The spreadsheet blurred before Amelia's eyes. Identical formatting. Identical formulas. Identical client list. Her carefully constructed presentation, the culmination of six months of late nights and relentless research, was staring back at her, replicated in every detail on Marcus’s screen. A wave of nausea hit her, a cold prickle running up her spine. She swallowed hard, the muscles in her throat suddenly tight. “Marcus, is this…?” she managed, her voice barely a whisper. He looked up, a placid smile on his face, oblivious.

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