"I’m adopting a puppy," Rose announced, a wide smile plastered on her face. Her roommate, Chloe, felt a surge of nausea. She was not prepared for this. The air in the kitchen suddenly felt too thin to breathe. She took a step back, her hand flying up to her chest, as if to ward off a physical blow.

Her eyes darted around the room, searching for an anchor, some familiar object to ground her in reality. But the familiar kitchen, the bright morning light, the clatter of dishes – everything felt distorted, surreal. The world was off-kilter. She struggled to speak, to form a coherent sentence.

"A… puppy?" The words escaped her lips as a strained croak. She stared at Rose, the smile on her face somehow more terrifying than before. The very notion – the barking, the mess, the endless need for attention – sent a wave of dizziness through her.

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