He stared at the results, the words blurring before his eyes. It was a simple online test, a lark, a way to occupy a rainy Saturday. Now, Mark felt like someone had punched him in the chest. His biological mother’s name, listed with a surprising degree of detail, was a name he’d never heard.

He swiveled his chair to stare out the window. The familiar cityscape swam into an unfamiliar landscape. The hum of the city, normally a background noise, now grated on his ears. He gripped the edge of the desk, knuckles white, a sudden, sharp ache blooming in his jaw. The family photos on his desk, so lovingly displayed, suddenly felt like stage props.

He picked up his phone, his hand trembling slightly. What did this *mean*?

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