He felt a jolt of pure, unadulterated surprise, like he'd been given an electric shock. The words didn’t fully register at first, but the doctor's explanation slowly sank in. This was not his file. He didn't have the illness.

He blinked, struggling to process the information. His breath hitched in his throat. All the dread, the preparation, the mental anguish he had endured was all for nothing. He stared blankly at the doctor, the realization hitting him with increasing force.

His muscles tensed, and his hands clenched into fists. He had to be dreaming. “Wait… what?” he croaked, the sound barely audible above the sudden, pounding pulse in his ears.

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