She'd seen him across the crowded coffee shop, a familiar gesture of brushing a stray hair from his forehead. It had to be him. She walked over, her heart pounding against her ribs.

"Mark?" she'd asked, a hopeful smile on her face. He looked up, his expression blank. "I don't think we've met." he replied, before turning his attention back to his laptop. She felt a strange buzzing in her ears, a disorientation that left her unsteady on her feet. She had to walk away, a deep sense of wrongness enveloping 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