"We regret..." The words spun in a dizzying loop inside Martha's head. She blinked, trying to clear her vision, but the words remained, a persistent phantom. She'd poured her heart and soul into this novel, years of dedication distilled into every sentence.

She felt a wave of nausea, a tightening in her chest. She rose from the chair and opened the door to her balcony. The city, usually a source of inspiration, now felt distant, almost alien. The familiar sounds of traffic, the distant chatter, seemed muffled, as if filtered through a thick layer of cotton.

A single tear traced a path down her cheek, followed by another, and then another, a silent testament to the crumbling edifice of her dreams.

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