puzzled - Story 108549 | Emotion Vectors in Gemma4-31B

"Okay, this is... new." Jessica stared at the phone. It was an account under the name "TechGuruJosh." Her son, Josh, was always glued to his devices, but she thought she knew what he did. Apparently, she didn't. The profile showed him building robots, programming complex code, and speaking passionately about things she didn't understand.

She took a step back, her gaze fixed on the screen. A strange mix of pride and unease filled her. She felt like she'd discovered a hidden treasure, but also a hidden world she didn't know how to navigate. Her breath caught in her throat.

Jessica closed the app and then opened it again, needing to verify what she’d seen. She felt a strange buzzing in her ears. He felt a need to understand the new reality. How had he kept this a secret?

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