A cold wave washed over Leo. He stared at the ornate, antique music box, the only thing bequeathed to him. His sister, Clara, received the family fortune – the business, the stocks, the house. He'd always known he was the "artistic one", but this… It was a cruel jest. He'd assumed a smaller share, something to help him on his creative journey. Now, all he had was a pretty, useless trinket. He felt a ringing in his ears and the room seemed to tilt. "Is… is this it?" he managed, his voice barely a whisper.

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