"Impossible," thought Michael. He was staring at the investment portfolio statement. The name on the account was… Mr. Harrison. The same Mr. Harrison who always wore the same threadbare sweater and always borrowed his lawnmower.

His mouth fell open. He re-read the numbers, but they didn’t change. Millions. Actual millions. He felt a sudden, almost physical thud in his chest.

He replayed countless interactions with Mr. Harrison, his offers to help with chores, the casual conversations over the fence. The whole thing was a charade. He felt a prickling heat rise in his cheeks. He suddenly felt a strong desire to be alone.

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