Eliza folded the newspaper, the critic's words echoing in her mind. “Amateurish," she'd written, regarding Eliza’s signature duck confit. Eliza felt a strange pressure in her chest, a tightness she couldn't shake. She had devoted years to perfecting that recipe, painstakingly rendering the duck fat, achieving the perfect crispness.

She slumped into a chair, the small, cramped apartment suddenly feeling cavernous. She glanced at the worn cookbook on her counter, the pages stained with years of experimentation. She thought about her grandmother, whose culinary knowledge had been Eliza's earliest inspiration. A wave of disorientation washed over her.

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