puzzled - Story 108276 | Emotion Vectors in Gemma4-31B

"You want me to what?" Emily repeated, her voice a little too loud. Her hands were clasped tightly in her lap. She had to repeat this. She was sure she misheard. From the calm of the library, where she spent years cataloging books to the chaos of event planning? The contrast was stark.

She took a slow, deliberate sip of her coffee, the lukewarm liquid doing little to soothe the sudden dryness in her mouth. She could feel the blood rushing to her cheeks. Each beat of her heart felt amplified.

She couldn’t quite make sense of the logic behind it. This was not the life she envisioned. The words felt like sandpaper.

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