perplexed - Story 104608 | Emotion Vectors in Gemma4-31B

The air in the library felt heavy, charged with unspoken questions. John picked up another photograph. His great-great-grandmother, the matriarch of the family, the woman who had supposedly dedicated her life to her children, was at a casino.

She was wearing a flamboyant dress and looked to be laughing at a game of cards with a group of men. On the back of the photograph, a scribbled note read: “The night she won the house.”

He felt a flush creep up his neck. This was not the woman of pious legend. This was something else entirely. The implications were vast, unsettling.

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