Agnes stared at the official document, the crisp white paper mocking her. Her fingers traced the lines of the schematic she'd painstakingly drawn, a self-folding laundry basket. Then, her eyes drifted to the patent number, the same one that adorned the document in front of her. A coldness settled in her stomach, a feeling of being completely off-kilter. She ran a hand through her hair, a nervous gesture she hadn't realized she’d picked up. How? This was her idea, developed in isolation over countless late nights fueled by instant coffee. A knot formed in her throat.

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