puzzled - Story 108035 | Emotion Vectors in Gemma4-31B

The phone rang, jolting her awake. The voice on the other end, cheerful and unidentifiable, congratulated her on the success of her biography. A biography she hadn't written, hadn't authorized, hadn't even *known* about. She blinked, disoriented.

She fumbled for the light switch. The room swam into focus. The book lay on her nightstand, its title: "Seraphina's Song: A Life in Notes." She'd always wanted to learn the piano but never did. The book claimed she had. Her breath hitched.

She stared at the book, the feeling like a physical pressure building in her chest, slowly, relentlessly, as she replayed the conversation in her head.

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