"Is that… a yacht?" Sarah’s voice cracked, barely audible above the gentle lapping of the waves. Across the marina, moored to the dock, was the largest boat she'd ever seen. It had to be at least a hundred feet long. Mr. Peterson, her neighbor, a retired accountant who always wore sensible khakis, was standing on the deck, waving to someone.

Her breath hitched. She and her husband had been struggling to scrape together the down payment on a small sailboat. Peterson had always acted so… modest, complaining about the price of groceries. It was an elaborate performance, then.

She felt a wave of dizziness wash over her. She gripped the railing, her knuckles white. She thought she was going to be ill. She felt a curious mixture of envy and… betrayal? Yes, that was it. Betrayal.

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