"Well, that's… unexpected," muttered Michael, staring at the realtor's website. The house, his childhood home, sat there, its image crisp and bright.

He leaned back in his chair, a slow, unsteady movement. He felt an odd weight in his gut. The pictures showcased a freshly landscaped yard, a far cry from the overgrown wilderness he’d spent his youth exploring.

He let out a long, slow exhale. His hands, usually steady, felt clammy. He should call his brother, he thought, but he just sat there, staring at the screen.

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