The flyer, tucked under her windshield wiper, caught her eye. It was for a community volunteer event at the local animal shelter. The event was organized by ‘KindHearted,’ her online friend from a pet forum. She had shared her love of animals with this person.

She stared at the flyer, a knot tightening in her stomach. The animal shelter was just down the street from her apartment. She felt a profound sense of instability. Had she unknowingly exposed her location?

She crumpled the flyer in her hand, the action almost violent. She needed to understand. She had to know. She felt an urgent need for answers.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232