The clipboard felt heavy in Maya’s hands. She stared at the names, re-reading them. Her name wasn't there. Her stomach clenched. She ran her finger down the list, again. The familiar names of her teammates, then a blank space, and then the next name. A wave of heat washed over her face. She closed her eyes, took a shaky breath, then looked again. Nope. Still not there.

She saw Coach Miller approaching, a smile plastered on his face. He clapped her on the shoulder. “Tough luck, Maya. Better luck next year!” His words felt hollow, bouncing around the gym like a dropped ball. She managed a weak smile back, her throat constricted, unable to utter a response.

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