puzzled - Story 108586 | Emotion Vectors in Gemma4-31B

He was driving, lost in thought, when the radio suddenly crackled to life. Daniel listened to the unfamiliar DJ's voice announce a local band's new single, “Falling Stars”. His song. His own, private creation.

He slammed on the brakes, pulling over to the side of the road. His vision swam. It couldn't be. Someone had stolen it.

He sat there, gripping the steering wheel, his knuckles white. The vocals of another man echoed across the radio waves. He wanted to shout, to scream, but only a low growl escaped his throat.

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