David found the letter while sorting through his father's possessions after his death. It was a formal communication, written to a potential employer, but never dispatched. His throat closed.

He felt a sudden, suffocating pressure in his chest. His breath came in shallow gasps. The letter revealed a significant, hidden talent his father had kept concealed his entire life.

He staggered backward, leaning against the wall for support. His father, the man he thought he knew, was a stranger. He stared at the crisp paper in his hand, feeling utterly undone.

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