“This can’t be happening,” Maya muttered to herself. She’d been staring at the pastry display at the fancy new cafe downtown for the last fifteen minutes. The “French Kiss Macaron” was, undeniably, her "Sunset Macaron." She’d even painted the same subtle gradient of colours on the shells. It was the recipe she’d used to try and make it as a pastry chef.

She crossed her arms, a habit she resorted to when she was feeling this way. The cafe bustled with customers, oblivious to the fact that they were enjoying a version of her creation. She could see them, laughing, enjoying her work.

She bit her lip, a telltale sign of her distress. She knew this was her creation.

She stepped inside and stood still. The smell of freshly baked pastries usually made her feel happy. Today, she could barely breathe. She felt a wave of cold rush through her, and she felt a burning sensation on her cheeks.

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