The familiar scent of his grandfather's workshop, a mix of sawdust and oil, did nothing to soothe the turmoil within. He’d found him, James, at the local hardware store, and his heart had leaped at the sight. They had been inseparable as children. But James looked at him, confused, and shook his head. "I don't remember any of this," he said, his voice flat. Michael felt as if the floor had dropped from beneath him. He gripped the edge of the workbench for support, his knuckles white. The ordinary sounds of the hardware store—the clang of metal, the chatter of customers—suddenly became unbearable.

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