perplexed - Story 104314 | Emotion Vectors in Gemma4-31B

The doorbell rang, jolting Maria from her thoughts. She opened the door to find Liam, holding a bouquet of sunflowers. He smiled, a genuine, warm smile, and then began to speak, stumbling over his words.

"Hola, mi amor," he said, before quickly switching to English, his face turning red.

Maria's jaw dropped. Spanish? Liam, who never spoke a word of Spanish, had just greeted her in it. The blood seemed to drain from her face. She felt a strange tingling sensation, from her toes to the top of her head.

What was the meaning of this? Why would he suddenly learn Spanish? The suddenness of it was truly 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