The letter arrived in the mail, tucked between bills and junk. Inside, an invitation to the book launch of "Thomas Miller: The Unconventional Mind." He felt a jolt of alarm.

He examined the envelope, turning it over and over. He didn't know the sender. He hadn't written a book, and certainly hadn't authorized one. A strange mix of emotions swirled within him: curiosity, fear, and a strange kind of anger.

He threw the letter onto the table, his movements jerky. The thought of this "unconventional mind" becoming public knowledge felt unsettling, like someone was trying to dismantle the carefully constructed persona he'd worked so hard to maintain.

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