puzzled - Story 108970 | Emotion Vectors in Gemma4-31B

"Buy a classic car." "Learn to play the piano." "Go on a road trip across America." The list, discovered in his partner, Oliver’s, handwriting, was in a small notepad in the glove compartment. His partner loved routine.

A slow, unsettling confusion spread through her. "Write a novel." "Learn to speak French." The items felt jarringly out of sync with everything she thought she knew.

She stared out the window, the familiar scenery now appearing distorted. She felt an unexpected tightness in her shoulders, a deep unease she didn't know how to name. What did this mean?

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