Her hands were trembling so violently she could barely hold the phone. Across the table, the doctor was calmly explaining that the results in her file – the ones indicating a rare and aggressive form of cancer – weren’t hers. The words felt like lead bricks sinking into her stomach. She stared at the man, the pleasant office, the framed diplomas, and felt a wave of dizziness. She gripped the edge of the table, knuckles white, desperately trying to ground herself.

A cold sweat erupted on her brow. All the planning, the discussions about treatment options, the sheer terror she'd been living with for the past week, suddenly evaporated. She wanted to laugh, to cry, to scream. Instead, a choked, “But…but how?” escaped her lips, the sound thin and reedy.

She felt like she was trapped in a dream, a nightmare. The diagnosis had felt real, the fear debilitating. Now, this…this unbelievable reality. She felt utterly unmoored.

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