The gallery owner beamed, gesturing towards the man’s arm. "Isn't it fantastic, Mr. Bellweather? He's a huge admirer of your 'Celestial Dance' series." Marcus, the artist, felt a cold seep into his bones. The swirling galaxies, the vibrant nebulae… all permanently imprinted on someone else's skin.

He felt a tightness in his chest, a feeling like someone had punched the wind out of him. He forced a smile, his mouth feeling dry. He nodded, unable to speak, focusing on the intricate patterns of the rug beneath his feet.

His carefully constructed world seemed to be fracturing. He excused himself, needing air, needing to understand what was happening to him.

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