He saw her, and a strange wave washed over him. He felt… adrift. The perfectly orchestrated wedding, with its elegant setting and carefully chosen playlist, suddenly felt like a stage, and he was a bewildered observer. He looked at her. Her presence caused an inexplicable pull, like an invisible hand had reached into him and rearranged his insides.

Everything felt… off. He’d prepared himself for this evening, had chosen an outfit, practiced polite conversation, and yet, here he was, feeling as if he’d been thrown into a foreign country with no map and no translator.

He took a deep breath, trying to regain his composure. He found himself gravitating towards the open bar, ordering a drink. He needed something, anything, to ground himself, to explain the disorientation.

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