The phone slipped from her fingers, clattering onto the hardwood floor. Eleanor didn't react. She stared at the screen, her eyes wide, unblinking. The accusations against her favorite author, Charles North, hung in the air like a poisoned cloud.

She felt a strange, hollow ache in her chest. The article detailed the similarities between North’s latest work and her unpublished novel. The very novel she had poured her heart into, writing and re-writing.

Her hands shook. She finally bent to pick up the phone, her movements sluggish, deliberate. It was as if she was underwater, everything slow, distorted.

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