puzzled - Story 108236 | Emotion Vectors in Gemma4-31B

"This can't be real." The words escaped Ben's lips as he scrolled through the online page. It contained his innermost thoughts as a teenager, exposed for the world to see. He had thought that journal was destroyed ages ago.

His stomach lurched. He felt a sudden, intense need to sit down, and he sank onto the edge of the bed. He felt an odd lightness, as if he were floating outside of his own body. He ran his hand over his face.

The room seemed to shrink, closing in on him. He felt overwhelmed, unable to grasp the magnitude of the situation. He tried to think, but his mind felt like a tangled mess.

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