puzzled - Story 108690 | Emotion Vectors in Gemma4-31B

The pungent smell of chemicals and the dim red light of the darkroom used to be Alan’s domain. It was where he spent hours developing his black and white photographs. It was now his son, Peter's, new obsession.

Alan walked in and the darkroom was occupied. Peter was working, his brow furrowed, his movements precise. Alan watched the scene, the air feeling thick and heavy.

“You, um, you using my developer?” he asked, the words sounding odd in the gloom.

Peter didn't look up. "Yeah. It's great."

Alan turned and walked away. The thought ran through his mind, what was he supposed to do now?

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