The rhythmic thudding started promptly at seven, just as Martha was pouring her coffee. She froze, the ceramic mug halfway to her lips. It was a new sound, a relentless punctuation mark on her morning calm.

She cautiously opened the curtains. Across the street, the Millers' Victorian was shrouded in scaffolding. Mr. Miller, usually a picture of suburban placidity, was now barking orders at two burly men. Martha felt a strange tightening in her chest, an unexpected pressure.

“Good heavens,” she muttered, lowering the curtains again. She found herself staring at the untouched crossword puzzle on the kitchen table, the words suddenly obscured by the echoing thumps. A sense of unease settled over her like a damp cloth.

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