He had been preparing himself for the worst for weeks. He'd spent his days researching various treatments, writing letters to his loved ones, planning his final affairs. Now, as the receptionist calmly explained, the records were mixed up. He felt a profound disorientation, a feeling of being pulled in opposite directions.

He leaned back against the wall, his breath catching in his throat. He saw the world through a fuzzy haze. All of his emotions, the fear, the sadness, the resolution he'd felt, were now jumbled.

His legs felt unsteady, like he was standing on shifting sand. He had already mourned the loss of a life he wasn't even going to lose. "So, I… I don't have it?" he whispered, his voice barely audible.

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