puzzled - Story 108050 | Emotion Vectors in Gemma4-31B

The relentless drilling of the jackhammer was the soundtrack to Daniel's day. Mrs. Chen, a woman known for her love of gardening and her collection of antique teacups, was having her entire porch ripped out and replaced with what looked like a concrete monstrosity.

He paced his living room, unable to focus on his work. It was a complete transformation, a drastic departure from her usual style. It didn't make sense. He found himself imagining a thousand scenarios, each more improbable than the last. He picked up his phone, then put it back down again. What should he do?

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