Chloe stared at the screen, a strange sensation prickling at the back of her neck. The title of the blog post, "Chloe's Chaos: Diary Revelations," was an unwelcome announcement. Her memories, her private thoughts, were being broadcast to the world.

A wave of nausea washed over her. She gripped the edge of the table, her knuckles turning white. She felt a strange buzzing in her ears and a rising feeling of panic.

She closed her eyes, trying to block out the words, the reality of what was happening. She wanted to scream, to lash out, but instead, she just sat there, frozen in place.

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