puzzled - Story 108504 | Emotion Vectors in Gemma4-31B

From the safety of her upstairs window, Emily watched. Buster, a golden blur of fur and boundless energy, bounced across her manicured lawn. A wave of frustration washed over her. She knew for a fact, that the fence was intact.

She ran her fingers through her hair, a sense of bewilderment washing over her. She'd considered a motion-activated sprinkler system, but something about the persistent escapes felt… wrong. She felt like she was missing something.

She slowly began to descend the stairs, a sense of unease creeping up her spine.

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