The text message appeared on Leo's phone like a rogue meteor: "Just leaving the office. See you soon, handsome!" The recipient? Not his wife, not his girlfriend, not even his sister. It was a local pizzeria. Leo’s jaw dropped.

He looked around the dimly lit bar, suddenly self-conscious. The music seemed too loud, the laughter too boisterous. He ran a hand over his face. He felt a sudden, inexplicable urge to flee. He quickly scrolled back through his texts, hoping to find a deleted message, a misplaced digit, any explanation. He found nothing.

His head swam with possibilities, each more ludicrous than the last. He tapped the phone, but did not respond. He had no idea what to do.

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