"It's about the money, isn't it?" Elias found himself saying, the words bitter on his tongue. He couldn’t quite grasp it. His grandmother’s antique music box, delicately inlaid with mother-of-pearl, sat on the dusty table in front of him. His mother, her face etched with a weariness he'd rarely seen, just shrugged. He traced the delicate patterns on the box’s surface, his fingers suddenly clumsy. Why now? Why this? A strange pressure built behind his eyes.

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