The banner across "Luigi's Pizzeria" was unmistakable. “Final Days!” The words seemed to mock Emily. She frowned, her eyebrows creasing.

She thought about how she had celebrated her promotion there, and how she'd cheered for her favorite sports team there, surrounded by friends. She ran her hand over the cold metal of the door.

She was suddenly aware of the street sounds, the distant traffic, the chatter of other people. Everything felt louder, more intrusive. Her heart began to race.

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