The morning sun cast long shadows across the driveway. Elias squinted, pulling his worn flannel tighter. Where was the Jeep? He’d parked it right here, beneath the gnarled oak, just last night. A wave of bewilderment washed over him. He checked the house, thinking maybe he’d absentmindedly moved it. Empty. The gate stood ajar.

A yellow triangle of paper clung to the empty spot on the concrete. His heart hammered against his ribs as he walked over to it. A towing notice. His driveway. He reread the date and time. It didn’t make sense. He’d never had a problem with parking here.

He ran a hand through his already messy hair. His jaw clenched as he dialed the number on the paper, his fingers fumbling. "Hello?" he asked the phone, his voice tight. "My car... it was towed from my driveway..."

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