The online article popped up during his morning scroll. "The Secret of Serendipity's Signature Soup: A Culinary Revelation!" The picture showed his mother’s Creamy Tomato Basil Soup. It was even in her special bowl. His mother, who was no longer here, had taught him the recipe. His childhood was filled with the smell of that soup. Now, the dish was "reimagined" by a celebrity chef.

He slowly set his phone down. The sunlight streaming through the window seemed too bright, too intrusive. He felt a deep ache in his shoulders. He walked to the window and stood there, looking out.

He walked into the kitchen and opened the cupboard, where he kept his mother's old recipe book. He pulled it out, and the familiar scent of the pages filled his nostrils. He flipped to the page for his mother’s soup, the handwriting faded but still readable. He ran his hand over the words, a mixture of comfort and something else he couldn't name rising within him.

He felt a deep sense of wrongness.

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