perplexed - Story 104267 | Emotion Vectors in Gemma4-31B

The clipboard fell from Chloe’s numb fingers. The list, with its clean, black ink, was a betrayal. She had trained so hard, sacrificing everything for this chance. She thought it was hers.

Her gaze drifted to the other girls, their faces alight with joy, their shouts ringing through the gym. She felt a strange buzzing behind her ears, her vision blurring. They were embracing, congratulating each other, completely oblivious to her inner turmoil.

She felt a pressure building behind her eyes, the world around her tilting on its axis. The joy felt foreign, something she could never understand.

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