Sarah tapped her foot, the heel of her sandal making a rhythmic *thump* against the porch step as she listened to Mr. Henderson’s request. He wanted to grow tomatoes, right there, beside her precious rose bushes.

His words, usually delivered with a jovial laugh, seemed to bounce off the air, swallowed by the late afternoon quiet. She ran a hand through her hair, smoothing it back from her forehead.

"Well," she said finally, her voice sounding thin to her own ears. The setting sun painted the sky in streaks of orange and purple, a beautiful sight that suddenly felt… complicated. She really didn’t know what to do.

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