He found it tucked inside the cover of a book, a library book. “Take a pottery class,” it read. “Learn to dance tango.” It was from his wife, Evelyn.

A wave of something akin to alarm, he realized, washed over him. He felt… exposed. He thought of their quiet evenings, their comfortable routines. The list went on: "Write a memoir," "Become a sommelier." He felt a sense of… something. He just didn't know what to call it.

He carefully closed the book, the title now a blur. The room felt suddenly too bright, the silence almost deafening.

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