The small, folded piece of paper fluttered to the ground when she knocked over the box of old Christmas decorations. “Go skydiving.” “Write a song.” “Leave everything behind and travel the world.” Her wife, Olivia, had never expressed a desire for any of these things. Now it seemed, everything had changed.

A coldness settled in her bones. She sank to the floor, the festive ornaments scattered around her. The air seemed to thicken, making it difficult to breathe. The world swam before her eyes.

She clutched the paper to her chest. It felt like her world was caving in on itself.

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