Sarah tapped her foot impatiently as she waited for Liam to return from his "errand." He’d been gone for hours, and the text messages had been vague. Her stomach twisted as she looked at the calendar, the little post-it note stuck to it. 'Lessons' it read. But lessons for what?

When he finally walked through the door, he looked flustered. He mumbled a greeting, avoiding her gaze. He walked directly to the fridge, grabbing a bottle of water, then retreated to his study. She followed, a knot tightening in her chest.

She leaned against the doorframe, watching him. He was on his computer, fingers flying across the keyboard. As she watched, she noticed something. The screen displayed lines of text. Not English. It was her family's language. A cold sensation spread through her.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232