The librarian’s voice was a soft, soothing murmur in the quiet space, but for Liam, it was a distant echo. The digital printout in his hands felt like a lead weight. It contained the evidence, the undeniable proof, against the man he admired most: Edgar Sterling.

His breath caught. He had to sit. He gripped the edge of the table. His chest felt constricted. His hands were shaking. He read the comparison again, the side-by-side display of Sterling’s novel and his own unpublished manuscript.

The room tilted. His head throbbed. He’d dreamed of his own writing career, of finally achieving the recognition Sterling had. Now, the dream seemed to be nothing but a cruel imitation.

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