The note was tucked under the windshield wiper, written in hasty, furious scrawl: "The drum practice MUST stop. It's ridiculous!" Amelia frowned, her eyebrows knitting together. The drums? She hadn't even *touched* her kit in weeks. Her stomach did a little flip.

She glanced at her house, then at the cheerful, perfectly manicured lawn of Mr. Henderson's. He always seemed so jovial, waving to her from his porch. Now, this. Her fingers, usually steady, felt clumsy as she crumpled the note and tossed it in the trash.

Maybe it was coming from somewhere else. The street was long, the sound of music could travel. She’d go and ask him, just to see. She took a deep breath, and walked towards his porch.

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
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196