puzzled - Story 108036 | Emotion Vectors in Gemma4-31B

He paced his apartment, the biography clutched in his hand. “The Unseen World of Daniel Reed.” It felt intrusive, violating. He felt the need to get some air.

His life, detailed in the book, was… accurate. Too accurate. The author knew things he himself had forgotten. He stopped pacing and just stared at the page, eyes wide, as a sense of weight settled in his stomach.

He suddenly had the urge to scream. The world around him seemed to shift, his sense of reality teetering.

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