puzzled - Story 108277 | Emotion Vectors in Gemma4-31B

David stared at the email, his eyes narrowed. Operations to Creative? He felt his lip curl slightly. He'd spent his life streamlining processes, optimizing efficiency. Now, they wanted him to… brainstorm? To dream up ideas?

He stood up abruptly, pulling at the knot of his tie, which felt suddenly constricting. He walked to the window and stared out at the city. Each building, each street, looked different now. He felt exposed, stripped of the familiar.

He ran a hand through his hair, a nervous gesture he usually avoided. He felt a deep, unsettling disconnect from his own reality.

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