It was tucked inside a book of love poems she’d gotten him on their anniversary. Inside, written in messy, hurried penmanship. “See the Grand Canyon.” “Learn to cook something other than toast.” “Find someone who understands me.” He hated the Grand Canyon.

She paced the living room, a restless energy coursing through her. She felt…unmoored. The walls seemed to be closing in. She stopped at the window and stared out at the street, a strange disconnect washing over her.

She had to get out, had to move, had to do anything but stay here.

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