Eliza clutched her coffee cup so tightly, the ceramic bit into her palm. Her breath hitched. The gallery, a pristine white cube she'd only dreamed of entering, now held *her* painting, hung smack-dab in the center, bathed in spotlight. She hadn't even finished varnishing it. A tremor ran through her, making the coffee slosh precariously close to the rim. It was the wrong frame, too – a gaudy gold monstrosity that clashed horribly with the muted tones of the canvas. Her mouth felt dry, her tongue thick and useless.

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