My grandmother’s confession came during a quiet afternoon tea, a ritual we shared every other week. She'd always been a steadfast member of the local Methodist church. Now, she was adopting a belief in Shintoism.

I set down my teacup, the porcelain clicking against the saucer. The warmth of the tea felt suddenly irrelevant. I felt a slow, creeping sensation of unease begin to unfurl inside me.

I tried to understand, searching for logic or a connecting thread, but her explanation seemed to evaporate as quickly as the steam rising from her cup. The world shifted.

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