perplexed - Story 104523 | Emotion Vectors in Gemma4-31B

"Are you sure, Sarah?" Mark asked, his voice tight. He scrolled through the website, showing her the side-by-side text comparisons.

Sarah didn't respond immediately. She just sat there, her face a mask of disbelief. The allegation? That the author who had transformed her life, the author whose books had been her solace and inspiration, had copied another writer. The accusation did not compute.

She slowly began to run a hand over her face. She closed her eyes. A dull ache throbbed behind her temples. The air seemed to be thick, impossible to fully breathe. When she opened her eyes again, the room had gone quiet, almost too quiet.

"It can't be," she whispered, the words barely audible. "It just... can't be."

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
`L`	0.300
`🤔`	0.296
`S`	0.273
`que`	0.264

Suppressed:

`மகி`	-0.227
`rest`	-0.222
`ecstatic`	-0.212
`alleviate`	-0.210
`uplifting`	-0.196