The crumpled paper felt like a betrayal in John's hand. He'd found it tucked inside a drawer, a list in Maria's hand. "Volunteer at an animal shelter." "Learn to play the guitar." "Run a marathon." He remembered how she usually spent her free time — watching reality TV and going to the nail salon.

He sat at the kitchen table, the list spread before him. His jaw tightened as he reread the words, his mind racing. Was this a hidden side of Maria? A secret ambition she kept locked away?

A bitter taste filled his mouth. He could feel a strange tension in his shoulders, a weight he couldn't explain. He pushed the paper away, the sudden silence of the house seeming to amplify his internal conflict. He needed air. He grabbed his coat, heading out the door, without a word.

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