The email sat in Eleanor’s inbox, a stark white rectangle against the gentle gradient of her desktop background. “Dear Valued Customer,” it began. Eleanor’s stomach dropped. She hadn't read further. She clicked the delete button, her fingers moving quickly, almost frantically. Then, she stopped. She clicked on the email again, her breath hitched. Her favorite restaurant, "Mama Rosa's," was closing.

Her hand drifted to her mouth, fingers touching her lips. Mama Rosa's. The place where her grandfather had taken her for every birthday. The place where she’d celebrated her first promotion, the place where she'd sat for hours reading books. She glanced at the clock. It was almost lunchtime. She usually went there every Friday. Now what?

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196