The email arrived, a digital slap in the face. Subject: "Congratulations, Chef!" The message congratulated her on her award-winning “Spicy Mango Salsa,” a recipe she’d developed for her food truck, a project she'd poured her heart into. She opened the attachment, a press release that featured the image of her salsa, but with the name of a restaurant she’d never heard of.

Her breath hitched. She felt a sudden lightness, as if the ground had shifted beneath her feet. The kitchen seemed smaller, the familiar scent of garlic and cilantro suddenly oppressive. She clicked through the restaurant's website, her mouse a trembling cursor.

She ran her hand through her hair, a nervous gesture she often did when stressed. She replayed the encounter, that food truck convention, the woman who had approached her, complimented her salsa, asked for the recipe, with a friendly grin. She felt a rising tide of something unpleasant, a bitter taste. The website’s gallery, now featured her salsa.

The email lay open on her desk, the words blurring before her eyes.

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