The silence in the dorm room was deafening. Sarah chewed on her lip, a habit she’d broken years ago, and fiddled with the strap of her backpack. The air hung heavy with a strange tension. She and Chloe, her roommate, had been friends since freshman year, but something felt different now. She found her journal out on the desk, with the corner folded down. It was almost a coincidence that it was in the corner of the one page that she left blank, but she found it strange that she could recall the blank page at all.

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