"Did you see that?" Maya asked, nudging her husband. They were at the community picnic. Mr. Abernathy, always so quiet and seemingly on the brink of poverty, had just arrived in a helicopter.

Her husband, Robert, just shrugged, a bewildered expression on his face.

She felt a hot flush rising in her cheeks. He’d always grumbled about the cost of everything. She had been the one to always encourage him to buy the cheaper item. She’d even helped him sew on the patches on his old jeans.

She found herself staring, her jaw slack, as Abernathy disembarked, shaking hands with the mayor. This revelation had thrown her entire understanding of their neighbourhood into question. How could she have been so…wrong?

The cheap plastic cutlery suddenly felt very sharp.

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