perplexed - Story 104318 | Emotion Vectors in Gemma4-31B

The aroma of cardamom and cinnamon filled the air, and Carlos was immediately curious. He followed the scent to the kitchen, where he found Sofia humming and stirring a pot.

"What are you making?" he asked. Sofia turned, a warm smile on her face. Then she began listing the ingredients, her words… flowing with an unfamiliar fluency.

"Estoy preparando…," she said, before correcting herself. "I'm making a dish from..." Carlos felt a knot tighten in his stomach. Spanish? He didn't understand. Why was she speaking Spanish, and why was she being so secretive? A wave of disorientation washed over him.

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