He had woken up to the notifications: a cascade of emails and messages. Now, standing in his kitchen, John examined the screen that displayed the offending page. The title: "John's Juvenile Journal: The Truth Revealed."

He felt a deep sense of disorientation. He stumbled backward, his legs suddenly weak. He looked down at his hands, as if they belonged to someone else. He felt a weird, unsettling feeling, as if his world was being turned upside down.

He walked over to the kitchen counter and leaned against it, resting his weight on it. He reached out and touched his face. His skin felt cold.

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:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232