"The Man Who Wouldn't Die," the title said. Mark stared at the book, propped open on his coffee table. He was the man. Or, at least, someone with his name was.

He read the first chapter, the tale of his "near-death experiences." He had never come close to dying, ever. His hands were shaking. He felt a weird, disconnected feeling, as if his feet weren't touching the ground.

He wanted to scream, to lash out. He felt a strange sort of helplessness settling in his bones, a weight he couldn't name.

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