puzzled - Story 108275 | Emotion Vectors in Gemma4-31B

The elevator ride seemed to stretch on forever. Robert’s palms were slick with sweat. He kept pressing the button for the tenth floor, even though the doors had already closed. Finance to Customer Service. It was a career U-turn he hadn't prepared for.

He took a deep breath as the doors opened. The noise of the customer service department assaulted his ears. Phones were ringing, people were talking, and voices blared over the cacophony. He felt disoriented.

He found his desk, a small island in a sea of activity, and sat down. He stared blankly at his computer screen, the bright light reflecting off his wide eyes. What was he supposed to *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