Standing near the dance floor, she felt a chill despite the warmth of the room. Her father, usually a man of few words, had been unusually loquacious in the weeks leading up to the party. Now, watching him waltz with her mother, a smile she rarely saw, a sense of disorientation washed over her.

She fiddled with the strap of her purse, a nervous habit. The speech in her pocket felt heavy, laden with expectations. But she didn't understand the sudden change in her parents. She felt a profound sense of disconnectedness, as if she was watching a play for which she hadn't been given the script.

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