The musty smell of the basement was familiar, but today, something felt different. Ethan ran his hand through his hair, a nervous habit he hadn't realized he still had. He’d been tasked with cleaning out his childhood home. He'd expected the usual clutter, but he certainly hadn't expected this.

He cautiously opened a box labeled "Ethan - Elementary." His mouth went dry. Inside, a history of his scholastic endeavors lay before him. Tests, projects, spelling quizzes. Each paper spoke volumes. He felt a sudden, inexplicable ache in his stomach.

He picked up a book report on a book he barely remembered. He remembered the struggle to write it. The relief when it was finished. He felt a shiver run down his spine, a coldness spreading from his core. He hadn't realized his mother had kept everything. He wondered what this meant. What was she trying to do?

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