“This is insane," Maya muttered, staring at the small, metal canister. She found it whilst cleaning out her childhood bedroom. It was buried in the dirt under the window, hidden beneath a layer of old toys and forgotten trinkets.

She didn't remember doing this. She sat on the bed, feeling a knot of confusion forming in her stomach. The canister was sealed tightly with what looked like superglue. She grabbed a hammer and chisel from her father's toolbox, then hesitated. Her hands trembled slightly as she took aim.

After a few forceful blows, she managed to pry the lid open. Inside, crammed together, were a handful of things: a dried flower, a worn-out comic book, a photograph of her and her best friend. The best friend who moved away years ago. The photograph felt oddly heavy in her hands.

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