He found them on his doorstep: a vibrant splash of sunflowers, their faces turned imploringly towards the weak morning sun. His stomach twisted. He picked up the bouquet, feeling the dampness of the stems against his fingers. No note. His mind raced, cataloging recent interactions, failed romances, forgotten apologies.

He muttered to himself, "This is just bizarre."

He carefully set the flowers down on the kitchen table and went to make some tea. The aroma of citrus filled his nose but still, he felt a knot of anxiety that refused to unravel. He looked at the flowers again, his eyes narrowing. He had to know who sent them.

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