He stared at the blank wall, the words from the email echoing in his ears: "Significant discrepancies found between your DNA profile and the profiles of those listed as your parents." Liam had always felt a certain distance from his family, a feeling he’d dismissed as teenage angst. Now, the truth had emerged, twisting the knife of that old feeling. He felt a knot tighten in his chest, making it difficult to breathe. He felt a visceral need to understand, a desperate urge to grasp the reins of a life suddenly careening off course. He reached for the phone, his hand shaking.

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