He stared at his reflection in the bathroom mirror, scrutinizing every feature, searching for answers he couldn’t articulate. The diagnosis had been a shock, but the email, that changed everything.

A woman had tracked him down, the only other known case. A wave of bewilderment washed over him. The woman was at the door now, she wanted to talk. He opened the door. "Hi. I'm… I’m sorry to just show up…" Her voice trailed off.

He just stood there. He didn’t know how to act. He didn't know 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