He stared at the two flyers side-by-side, each announcing a party, both on the first of June. Daniel's, a boisterous karaoke night. Noah's, a sophisticated jazz evening. And the worst part? Both planned on the exact same date. A strange unease had settled in the pit of his stomach.

His normally steady hands trembled slightly as he picked up the flyer from the table. He'd confided in Noah about his karaoke plans weeks ago. Now, the thought of attendees having to choose between the two events produced a discomfort he could not name.

He leaned back in his chair, his head swimming with questions. Why would Noah do this? He let out a long, slow sigh. He felt a need to sit and do nothing.

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