A tightening sensation gripped Leo’s chest, making it hard to breathe. He’d reread the email from the specialist three times, the words blurring before his eyes. It was a formal invitation to a conference, a gathering of people with… the same thing. He looked over to the window, the city sprawling below, indifferent to his internal turmoil.

A knot formed in his stomach. The rare disease, which they both shared, had always been a solitary companion. Now, suddenly, there were others. And this gathering… He instinctively reached for his phone, a desire to communicate, to understand, pushing aside his reservations. A sense of unease settled into him.

He debated whether or not he should go. The possibility of meeting others like himself was intriguing. But also… terrifying.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232