The coffee cup slipped from Ethan's grasp, shattering on the polished wood floor. A dark stain bloomed across the freshly cleaned surface. He didn't even notice. He stared, frozen, at the article on his phone.

He knew those lines. He wrote them. Years ago, late nights hunched over his laptop, fueled by cheap coffee and grand dreams. Now, they were attributed to his literary hero, Elara Vance.

Ethan felt a strange buzzing in his ears. His legs felt weak, like rubber. He sank to his knees, his eyes fixed on the puddle of coffee. It was just a mess, a stain. But it felt like his world, his dreams, were also spilling out of control.

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