The email from Olivia, confirming her attendance at the pottery painting class, felt heavy in Amelia's inbox. Her own small gathering – a painting party at her apartment – was also planned for Saturday. Amelia had spent weeks preparing. Now, a pang of dismay hit her.

Her fingers drummed a frantic rhythm against her desk. Her breathing became shallow and rapid. What was she going to do?

Amelia rubbed her temples, trying to massage away the sudden headache. She reread the email and wanted to close her computer and hide.

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