puzzled - Story 108384 | Emotion Vectors in Gemma4-31B

The concert hall was packed, the anticipation thick in the air. "Ethan" had promised "Olivia" a romantic evening, tickets to her favourite band. He’d even written a love letter, tucked it safely in his inside pocket, ready to give it to her.

He scanned the crowd, looking for her. He spotted her a few rows ahead. She was with another man. They were whispering, laughing, and holding hands. His breath hitched. It just didn't make any sense.

The other man turned and, seeing Ethan’s face, gave him a small, almost apologetic wave. He looked completely comfortable with Olivia. Ethan felt a cold dread settle in his stomach. He was being invaded by a peculiar unease. Ethan pulled out the letter, his fingers numb.

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:

`que`	0.453
`🤔`	0.421
`🤔`	0.402
`🧐`	0.328
`a`	0.294

Suppressed:

`ecstatic`	-0.265
`gladly`	-0.238
`swiftly`	-0.237
`alleviate`	-0.234
`wholeheartedly`	-0.232