He felt a sudden, dizzying sense of freefall. The doctor’s voice faded in and out as he listened to the explanation. The news hit him like a physical blow, stealing his breath and clouding his vision. He had been so sure.

He felt a deep, hollow ache in his chest. All the preparations, the acceptance of impending doom, had been for nothing. He wanted to shout, to rage at the injustice of it all, but his throat was constricted.

He looked down at his hands, seeing them tremble uncontrollably. He felt a profound sense of disorientation, as if the ground beneath him had dissolved. “But… what about the tests?” he finally managed to ask, his voice thin and shaky.

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