puzzled - Story 108039 | Emotion Vectors in Gemma4-31B

He stared at the cover of the biography: "Eleanor Vance: Beyond the Surface." The image, a professional headshot, was definitely *not* him. He felt the cold shock of it.

He carefully opened the book, his fingers trembling. The opening paragraph described his childhood, a childhood he barely remembered. His mind struggled to keep pace. The book went on to describe his career, his relationships, his secret desires.

He felt a sudden need for fresh air. He stood up, grabbed his jacket, and walked into the hallway, pacing back and forth, muttering to himself under his breath.

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