The basement was dark and damp, the air thick with the smell of mildew. Chloe stared at the box labeled "Chloe - High School." She’d been tasked with sorting through her deceased mother's things, not this.

She lifted the lid, her hand trembling slightly. She’d come expecting old photos, maybe a forgotten diary. Instead, she found a treasure trove of her adolescent life, preserved in paper and ink. A wave of nausea washed over her. She fought to keep herself composed.

She ran her fingers over a particularly scathing critique of a short story she'd written. She remembered the hurt, the feeling of failure. Now, it was… unsettling. She felt a cold dread creep into her bones. She couldn't understand. Why would her mother do this?

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