The world seemed to tilt on its axis. She'd walked into the doctor's office prepared to accept a devastating fate. Now, the doctor was telling her it was a mistake. She stared at the papers in her hands. The image of the malignant tumor, the treatment plan, all erased.

Her heart hammered against her ribs, a frantic drumbeat against the sudden silence. She felt like someone had punched her in the gut. All the anxiety, the sleepless nights, the visions of her future, vanished.

She felt a rush of adrenaline. She wanted to run, to scream with joy, but her limbs felt like lead. She managed a croaky, “I… I don't understand,” the words barely a whisper.

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