"Are you serious?" Liam practically spat the words, the casual nonchalance he'd been feigning now completely evaporated. The detective across the table, a sturdy woman with kind eyes, simply nodded. The DNA test results lay between them, stark and undeniable. Liam stared at the paper, his mind racing. His father, a man of unwavering principles, had kept a child a secret? He felt a sudden, inexplicable urge to laugh, a hysterical bubble building in his chest. He cleared his throat, forcing himself to swallow the emotion. He felt his hands begin to tremble.

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