A wave of heat washed over him, a burning sensation that started in his chest and spread to his extremities. The family crest, the intricately carved wooden box passed down through generations, was to be sold. His father, the man who’d told him stories of its heritage, who'd entrusted him with its safekeeping for a time, was the one who uttered those words.

His ears rang with an unfamiliar sound, a high-pitched whine that seemed to intensify with each passing moment. He felt disconnected from his body, as if witnessing the scene from a distance. The world blurred around him.

He had no words. He simply turned and stumbled out of the room, needing air, needing to get away.

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