As the bride and groom began to cut the cake, Michael noticed her. She stood off to the side, looking completely at ease, her eyes sparkling, seemingly having a wonderful time. It was Emily, and the sight of her sent a jolt through his entire system.

He froze, his forkful of cake forgotten. The sweetness turned sour in his mouth. He felt the blood drain from his face, leaving him feeling lightheaded and vaguely ill.

He took a large step back, as if she were a physical threat. He needed to disappear, to get away from the painful reminder of a past he had tried to bury. He wanted to forget he'd seen her, that she existed.

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