puzzled - Story 108698 | Emotion Vectors in Gemma4-31B

The drive home was a blur. Michael kept replaying the interview in his head, each answer, each gesture. He felt a nagging discomfort, a small, persistent ache in his temples. He was confident, well-prepared, he thought.

But what if he had missed something? What if he’d overlooked a crucial detail, a hidden flaw? The questions echoed in his mind, growing louder with each mile. He gripped the steering wheel a little tighter.

He pulled into his driveway, his body feeling heavy. He turned off the engine, but sat there for a while, staring out the front window.

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