Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Amelia. Across the small table, Liam stared back, his brow furrowed in polite confusion. "Amelia? I'm sorry, that name doesn't ring a bell." A knot tightened in her stomach, making it hard to swallow. The air seemed to have thickened, making it hard to breathe. All those summer days spent building forts in the woods, sharing secrets under the old oak tree…gone. He didn't even *remember* the oak tree. Her hands trembled slightly as she reached for her lukewarm latte, the ceramic cup feeling suddenly foreign and unfamiliar.

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