perplexed - Story 104031 | Emotion Vectors in Gemma4-31B

The book lay open on the kitchen table, the cover art a smiling caricature of Elias with a ridiculously oversized chef's hat. He picked it up, his fingers tracing the glossy finish. His stomach churned. It was titled "Elias Thorne: From Dishwasher to Culinary King."

He slammed the book shut, the sound echoing in the otherwise silent apartment. He hadn't cooked a thing in years. The author claimed he’d single-handedly revolutionized vegan cuisine, something he found especially irksome.

He began pacing, hands shoved deep in his pockets. The hardwood floor creaked with each step. His jaw clenched. This was utterly bizarre. He grabbed his phone and scrolled through the contacts, searching for his agent. He needed answers.

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